1 Introduction

This file contains the script and results for the differential expression analysis done to the fungi 2011 data, based on the KEGG orthologs.

1.1 Prerequisites

KEGG ortholog file

A metadata file containing all the information related to each sample, file name, time, condition and replica number.

2 Setup

Load libraries

library(DESeq2)
library(tximport)
library(BiocParallel)
library(plotly)
library(dplyr)
library(here)
register(MulticoreParam(4))
source(here("Rtoolbox/src/utilsDE.r"))
source(here("/Rtoolbox/src/plot3Dvector.R"))
source(here("/Rtoolbox/src/plotVectorPCA.R"))
source(here("Rtoolbox/src/plotEnrichedTreemap.R"))
source(here("Rtoolbox/src/plotUpAndDown.R"))
source(here("UPSCb-common/src/R/gopher.R"))
plotResults <- function(theData) {
  
  for (deName in names(theData)) {
  
    #deName <- paste0('Cluster',clus)
    #clusIndex <- match(deName, names(theClusters))
    #clusIndex <- as.numeric(substr(deName,8,nchar(deName)))
    cat(paste0("<H3>", deName, "","</H3>"))
    cat("\n\n")
    
    enrUp <- theData[[deName]]$up[['ko_pathway']]
    enrDown <- theData[[deName]]$down[['ko_pathway']]
    
    cat("Up genes \n\n")
    if (!is.null(enrUp) ) {
      plotEnrichedTreemap(theData[[deName]]$up, enrichment = 'ko_pathway', namespace = 'none',
                          de='up', title = paste(deName," KO enrichment"))
    } else {
      cat("No enrichment data found")
    }
    cat("\n")
    cat("<hr>")
    
    cat("Down genes \n\n")

    
    if (!is.null(enrDown) ) {
      plotEnrichedTreemap(theData[[deName]]$down, enrichment = 'ko_pathway', namespace = 'none',
                          de='down', title = paste(deName," KO enrichment"))
    } else {
      cat("No enrichment data found")
    }
    cat("\n")
    cat("<hr>")

  }
  
}

getDEenrichment <- function(deData, background){
  results <- lapply(deData, function(x){

    upGenes <- rownames(x[x$log2FoldChange>0,])
    downGenes <- rownames(x[x$log2FoldChange<0,])
    upEnr <- list(ko_pathway=NULL)
    downEnr <- list(ko_pathway=NULL)
    
    if(length(upGenes)>1) 
      upEnr <- gopher(upGenes, task=list("ko_pathway"), background=background, url='ko', alpha=0.05)

    if(length(downGenes)>1) 
      downEnr <- gopher(downGenes, task=list("ko_pathway"), background=background, url='ko', alpha=0.05)
    
    res <- list(up=upEnr, down=downEnr)
    
    res
  })
  
  results
}

Set the project folder

projectFolder <- "/mnt/picea/projects/spruce/vhurry/fungi-flakaliden-2011"
deFolder <- file.path(projectFolder,"DE")
dataFolder <- file.path(projectFolder,"data")

Read metadata

meta <- read.table(file.path(dataFolder, "meta.tsv"), header = TRUE, sep = '\t', comment.char = "", stringsAsFactors = TRUE)
meta$Treatment <- ifelse(meta$Condition == 'control', 'C', 'F')
meta$Week <- meta$Sampling.date..week..
meta$group <- paste0(meta$Week, gsub("T","F",meta$Plot))
meta <- meta[order(meta$group), ]
meta$group <- substr(meta$group, 1, 4)
meta$group <- as.factor(meta$group)
meta$Treatment <- as.factor(meta$Treatment)


data <- read.table(file.path(dataFolder, "kingdom.Fungi.kos.raw.tsv"), header = T, sep='\t', comment.char = "", quote="", row.names = 1)
rownames(data) <- substr(rownames(data), 1, 6)
colnames(data)<-gsub("X", "", colnames(data))

#' #remove non usefull samples
data <- data[,colnames(data) %in% meta$Sample.ID]

#' #Order them by group
data <- data[, match(meta$Sample.ID, colnames(data))]

#' change the names of the samples to group
colnames(data) <- paste0(meta$Sampling.date..week..,meta$Plot)

Add the interaction group to the metadata, in order to simplify

head(meta, n=3)
##    Sample.ID Plot Condition Sampling.date..week..
## 1      229_1   C1   control                   W19
## 12     229_2   C2   control                   W19
## 23     229_3   C3   control                   W19
##                            Raw.data.location
## 1  swestore/N.Street_12_01/120626_BC0YAHACXX
## 12 swestore/N.Street_12_01/120626_BC0YAHACXX
## 23 swestore/N.Street_12_01/120626_BC0YAHACXX
##                             Sequence.File.Name Treatment Week group
## 1  1_120626_BC0YAHACXX_229_1_index1_1.fastq.gz         C  W19  W19C
## 12 2_120626_BC0YAHACXX_229_2_index1_1.fastq.gz         C  W19  W19C
## 23 3_120626_BC0YAHACXX_229_3_index1_1.fastq.gz         C  W19  W19C

Import data as a DESeq object and place the sample names to the columns

ddsMatrix <- DESeqDataSetFromMatrix(data, colData=meta, design = ~group)

1 KO have 0 expression accross all samples we can remove it

ddsMatrix <- ddsMatrix[(rowSums(counts(ddsMatrix)) > 0),]

We save the gene names of all expressed genes for future uses

write.table(rownames(assay(ddsMatrix)), file=file.path(deFolder, "background.txt"), sep='\t', row.names = F, col.names=F, quote = F)

3 QA

3.1 PCA

We use blind vst to plot a PCA and check for patterns and outliers

vsd.QA <- vst(ddsMatrix, blind=TRUE)
geneNumber <- length(rownames(assay(vsd.QA))) #4259
plotPCA(vsd.QA, intgroup = c("Treatment", "Week"), ntop=geneNumber)

The PCA shows a possbile outlier in T:W32 To get which replicate is the outlier we use the pairs function

pairs(~W32F1+W32F2+W32F3,
      data=data.frame(t(t(assay(vsd.QA))[c('W32F1','W32F2', 'W32F3'),])), 
      lower.panel = panel.smooth, 
      upper.panel = panel.cor,
      main="Replicate scatterplot",
      gap=0, row1attop=FALSE)

There is not enought evidence to say it is an outlier, we keep the replicate.

The PCA seems correct. We plot the same PCAs but using different colors to focus on the time or the treatment

3.2 PCA for treatment group

plotPCA(vsd.QA, intgroup = c("Treatment"), ntop=geneNumber) 

3.3 PCA for time group

plotPCA(vsd.QA, intgroup = c("Week"), ntop=geneNumber) 

3.4 Focused PCA

We plot a PCA with letters instead of numbers for increased clarity

vsd.QA.t <- t(assay(vsd.QA))
pca <- prcomp(vsd.QA.t)
percents <- round(summary(pca)$importance[2,]*100)
pchs <- LETTERS[as.integer(factor(substr(rownames(vsd.QA.t), 2, 3)))]
cols <- c("#fc8d62", "#66c2a5")[as.integer(factor(substr(rownames(vsd.QA.t),4,4)))]
PCAlegend <- data.frame(pchs, substr(rownames(vsd.QA.t), 2, 3))

par(oma = c(4, 1, 1, 4))
plot(pca$x[,1], pca$x[,2],
     xlab=paste("Comp. 1 (",percents[1],"%)",sep=""),
     ylab=paste("Comp. 2 (",percents[2],"%)",sep=""),
     col=cols,pch=pchs, cex = 1.0, main="")
par(fig = c(0, 1, 0, 1), oma = c(0, 0, 0, 0), mar = c(0, 0, 0, 0), new = TRUE)
plot(0, 0, type = "n", bty = "n", xaxt = "n", yaxt = "n")
legend("topright", legend=unique(PCAlegend$pchs:meta$Week), cex = 0.8, xpd=TRUE)
legend("bottomright", legend=unique(meta$Treatment), fill=unique(cols),cex = 0.8, xpd=TRUE)

3.5 Vector plot

We can better observe the tendencies by drawing a vector from the mean of the control samples (within one week) to the mean of the fertilised samples

plotVectorPCA(vsd.QA.t, meta, c("Treatment", "Week"))
##               PC1          PC2 binaryCondition secondaryCondition
## W19C1  -12.835564  -3.12885644               C                W19
## W19C2   -7.136930  -0.35194390               C                W19
## W19C3   14.183493   2.39117143               C                W19
## W19F1   16.245043   6.26750650               F                W19
## W19F2   15.561554  -0.84498498               F                W19
## W19F3   15.773964   2.01257830               F                W19
## W20C1   -7.240336  13.32511629               C                W20
## W20C2    7.541405  15.16444695               C                W20
## W20C3   -8.630629  14.17918425               C                W20
## W20F1   16.451628  -3.53455768               F                W20
## W20F2   10.026946  11.34902397               F                W20
## W20F3   15.829096   4.54957761               F                W20
## W21C1   -8.949417   5.80983419               C                W21
## W21C2  -12.867080   5.69695114               C                W21
## W21C3  -13.469569   3.34434660               C                W21
## W21F1    9.693915   9.83281110               F                W21
## W21F2   10.629653   5.05514759               F                W21
## W21F3   12.472369   1.84122680               F                W21
## W22C1    2.465428  -3.26535011               C                W22
## W22C2   -1.862445  -5.46583851               C                W22
## W22C3  -19.835964  -9.96697938               C                W22
## W22F1   20.381534  -4.40381276               F                W22
## W22F2   17.687297  -0.76851080               F                W22
## W22F3   15.545575 -11.44788945               F                W22
## W23C1  -20.832584  -2.19062063               C                W23
## W23C2  -25.746630  -5.85008782               C                W23
## W23C3  -20.322730  -5.64346017               C                W23
## W23F1   15.173941  -3.15605688               F                W23
## W23F2   18.320859  -2.33551262               F                W23
## W23F3   18.380947  -1.66034616               F                W23
## W24C1   -5.836818   2.31484431               C                W24
## W24C2   -4.838320   1.71167723               C                W24
## W24C4  -10.078574   4.37746295               C                W24
## W24F1   16.204199  -3.72194060               F                W24
## W24F2   18.133096   1.56881222               F                W24
## W24F3   19.510890 -12.90505297               F                W24
## W25C1  -13.226848  -1.45201780               C                W25
## W25C2   -8.351215  -2.69203984               C                W25
## W25C3    2.031165  17.49065103               C                W25
## W25F1   21.807421 -19.41806921               F                W25
## W25F2   22.355072  -6.72235892               F                W25
## W25F3   26.601569   6.13374644               F                W25
## W26C1  -30.162602 -19.58651328               C                W26
## W26C2  -30.269755 -18.23145481               C                W26
## W26C3  -20.511743  -8.04298772               C                W26
## W26F2   19.749310 -10.91829386               F                W26
## W26F3   18.332146 -14.92259525               F                W26
## W26F4   21.201130 -11.20785259               F                W26
## W28C3  -15.735152   5.66627242               C                W28
## W28C4  -24.747088  -8.24755058               C                W28
## W28F1   19.822460  -0.93126127               F                W28
## W28F3   18.980834   9.11385187               F                W28
## W28F4   17.636153   8.24813634               F                W28
## W31C1  -17.770261  -5.79448245               C                W31
## W31C2  -24.368006 -14.33852950               C                W31
## W31C3  -13.501973  -0.06215974               C                W31
## W31F1   17.122696 -17.70396387               F                W31
## W31F2   20.184216   0.24581197               F                W31
## W31F3   20.879665  10.10539310               F                W31
## W32C1  -10.828655   1.43569513               C                W32
## W32C2  -11.839453   4.62643158               C                W32
## W32C4  -16.304342   2.15705298               C                W32
## W32F1   19.177610 -36.65346241               F                W32
## W32F2    8.069678   4.88385351               F                W32
## W32F3   17.909912 -11.69903249               F                W32
## W34C2  -21.603676  -3.10491857               C                W34
## W34C3  -14.569326   5.26198852               C                W34
## W34F2    2.430427   4.68228090               F                W34
## W34F3    2.451473   4.92107840               F                W34
## W34F4    4.124377   6.07246988               F                W34
## W35C1  -17.693121  -1.63178483               C                W35
## W35C2  -19.655108  -7.39498160               C                W35
## W35C4m -24.904877 -10.73745267               C                W35
## W35F2   11.554248  12.72621801               F                W35
## W35F3   23.074395  10.48754208               F                W35
## W35F4m   6.990583  11.46821952               F                W35
## W36C2  -22.141842  -1.24085376               C                W36
## W36C3  -22.284629  -1.30224094               C                W36
## W36C4  -17.266884  -3.58293586               C                W36
## W36F1    7.625603  -3.91462615               F                W36
## W36F3   -3.977360   0.58653926               F                W36
## W36F4   -2.661694   4.57600353               F                W36
## W37C1  -16.487110   3.06087762               C                W37
## W37C2  -16.307199   1.27383904               C                W37
## W37C3  -13.077152   5.29698511               C                W37
## W37F1   15.637748  -2.61136179               F                W37
## W37F2   12.580327  -9.19056558               F                W37
## W37F3  -14.720666   8.26278746               F                W37
## W38C1  -15.373497   7.21528917               C                W38
## W38C2  -13.833696   7.77866643               C                W38
## W38C3  -23.232426  -2.79269242               C                W38
## W38F2    4.902759  -0.43840661               F                W38
## W38F3   11.096051  -4.13355488               F                W38
## W38F4    8.166305   1.60897116               F                W38
## W39C1  -18.411294   6.07710463               C                W39
## W39C2   -9.116810  13.26627977               C                W39
## W39C3  -14.734182   8.34707427               C                W39
## W39F1   20.718512  -7.57592452               F                W39
## W39F2   18.348266  -1.20823749               F                W39
## W39F3   13.355431  13.89873801               F                W39
## W40C2   -9.035417   9.38062865               C                W40
## W40C3   -9.475316   8.03444473               C                W40
## W40C4  -27.736738 -12.09662446               C                W40
## W40F1   17.917298   6.48729706               F                W40
## W40F2   -9.451951   7.03095384               F                W40
## W40F3   -9.961948   8.12195307               F                W40
## W41C1   -9.527212   7.51306211               C                W41
## W41C2   -9.709003   8.08361965               C                W41
## W41C3   18.363678  10.61573701               C                W41
## W41F1   13.622298 -14.22261043               F                W41
## W41F2   14.017174  -6.58906468               F                W41

Also, we can plot it in 3D to include PC3

plot3DVectorPCA(pca, meta$Week, meta$Treatment)

3.6 Scree plot

We can see how PC proportions are distributed

screePlot(pca, 10)

The first 5 components explain 62 % of the variance

summary(pca)$importance[2,][1:5] *100
##    PC1    PC2    PC3    PC4    PC5 
## 36.577 10.895  6.771  4.681  3.360
sum(summary(pca)$importance[2,][1:5]) * 100
## [1] 62.284

3.7 PCA bi-plot comparition

As seen before, we can focus on the 5 components and plot a comparative bi-plot

par(cex=1.0, cex.axis=0.8, cex.main=0.8)
pairs(pca$x[,1:5], col=cols, main="Principal components analysis bi-plot\nPCs 1-5", pch=pchs)

3.8 3D PCA

We represent the first 3 compoments as a 3D interactive object

colors <- c("#F8766D", "#00BFC4", "#56B4E9")

treatment <- substr(rownames(vsd.QA.t), 4, 4)
treatment[treatment == 'C'] <- 'Control'
treatment[treatment == 'F'] <- 'Fertilised'

df3D <- data.frame(treatment)
df3D$time <- substr(rownames(vsd.QA.t),2,3)
df3D$colors <- colors[as.numeric(df3D$treatment)]
df3D$PC1 <- pca$x[,1]
df3D$PC2 <- pca$x[,2]
df3D$PC3 <- pca$x[,3] 

plot_ly(df3D, x = ~PC1, y = ~PC3, z = ~PC2, 
        color = ~treatment, colors = c("#F8766D", "#00BFC4"),
        text = ~paste("Week:", time, '<br>Treatment:', treatment) ) %>%   
  add_markers() %>%
  layout(scene = list(xaxis = list(title = paste("PC1 (",percents[1],"%)",sep="")),
                      yaxis = list(title = paste("PC3 (",percents[3],"%)",sep="")),
                      zaxis = list(title = paste("PC2 (",percents[2],"%)",sep=""))))

4 Differential Expression

The dataset is ready for DESeq2. We check the design of the DE object

design(ddsMatrix)
## ~group

We are interested on future comparitions like DE ko in each timepoints or between timepoints that is why we created the interaction group

4.1 Run DESeq

dds <- DESeq(ddsMatrix)

We check the result names

resultsNames(dds)
##  [1] "Intercept"          "group_W19F_vs_W19C" "group_W20C_vs_W19C"
##  [4] "group_W20F_vs_W19C" "group_W21C_vs_W19C" "group_W21F_vs_W19C"
##  [7] "group_W22C_vs_W19C" "group_W22F_vs_W19C" "group_W23C_vs_W19C"
## [10] "group_W23F_vs_W19C" "group_W24C_vs_W19C" "group_W24F_vs_W19C"
## [13] "group_W25C_vs_W19C" "group_W25F_vs_W19C" "group_W26C_vs_W19C"
## [16] "group_W26F_vs_W19C" "group_W28C_vs_W19C" "group_W28F_vs_W19C"
## [19] "group_W31C_vs_W19C" "group_W31F_vs_W19C" "group_W32C_vs_W19C"
## [22] "group_W32F_vs_W19C" "group_W34C_vs_W19C" "group_W34F_vs_W19C"
## [25] "group_W35C_vs_W19C" "group_W35F_vs_W19C" "group_W36C_vs_W19C"
## [28] "group_W36F_vs_W19C" "group_W37C_vs_W19C" "group_W37F_vs_W19C"
## [31] "group_W38C_vs_W19C" "group_W38F_vs_W19C" "group_W39C_vs_W19C"
## [34] "group_W39F_vs_W19C" "group_W40C_vs_W19C" "group_W40F_vs_W19C"
## [37] "group_W41C_vs_W19C" "group_W41F_vs_W19C"

In order to make all the comparitions automated, we prepare vectors with the elements that will be used in the result extraction

controlVector <- as.character(unique(meta$group[grep("C", meta$group)]))
fertilisedVector <- as.character(unique(meta$group[grep("F", meta$group)]))

4.2 Result extraction

We want to make 3 different comparations, each one composed of several outputs from DESeq2 In order to do that, we will extract all the results for each comparation type, store them as a list and then we can process them.

4.2.1 Control week vs week

For this comparition we take consider only the control condition and we compare each pair of weeks to determine which genes are up or down regaluated from one week to the previous week

control.res <- mapply(getRes, controlVector[-1],
                      controlVector[-length(controlVector)],
                      MoreArgs = list(localDDS=dds, group="group"))

4.2.2 Fertilised week vs week

For this comparition we take consider only the fertilised condition and we compare each pair of weeks to determine which genes are up or down regaluated from one week to the previous week

fertilised.res <- mapply(getRes, fertilisedVector[-1], 
fertilisedVector[-length(fertilisedVector)], 
MoreArgs = list(localDDS=dds, group="group"))

4.2.3 Timepoint Fertilised vs Control

For this comparition we take consider only a week each time and then compare DE genes due to fertilisation

combined.res <- mapply(getRes, fertilisedVector, controlVector, 
MoreArgs = list(localDDS=dds, group="group"))

We add the corresponding names to the results

names(control.res) <- c("20Cvs19C", "21Cvs20C", "22Cvs21C", "23Cvs22C",
                     "24Cvs23C", "25Cvs24C", "26Cvs25C", "28Cvs26C",
                     "31Cvs28C", "32Cvs31C", "34Cvs32C", "35Cvs34C",
                     "36Cvs35C", "37Cvs36C", "38Cvs37C", "39Cvs38C",
                     "40Cvs39C", "41Cvs40C")

names(fertilised.res) <- c("20Fvs19F", "21Fvs20F", "22Fvs21F", "23Fvs22F",
                        "24Fvs23F", "25Fvs24F", "26Fvs25F", "28Fvs26F",
                        "31Fvs28F", "32Fvs31F", "34Fvs32F", "35Fvs34F",
                        "36Fvs35F", "37Fvs36F", "38Fvs37F", "39Fvs38F",
                        "40Fvs39F", "41Fvs40F")

names(combined.res) <- c("19Fvs19C", "20Fvs20C", "21Fvs21C", "22Fvs22C",
                      "23Fvs23C", "24Fvs24C", "25Fvs25C", "26Fvs26C",
                      "28Fvs28C", "31Fvs31C", "32Fvs32C", "34Fvs34C",
                      "35Fvs35C", "36Fvs36C", "37Fvs37C", "38Fvs38C",
                      "39Fvs39C", "40Fvs40C", "41Fvs41C")

4.3 Filtering

The results contain all the genes, we need to filter them to get only those genes that are stadistical significant and that have a strong condtition effect For that we discard all the genes that has a padj higher than 0.01 and a log2FoldChange lower than 0.5 (absolute value)

control.res.filter <- lapply(control.res, filterDE)
fertilised.res.filter <- lapply(fertilised.res, filterDE)
combined.res.filter <- lapply(combined.res, filterDE)

It is a good practice to do a check and see if the filtering was correct

lapply(control.res.filter, function(x) print(all(abs(x$log2FoldChange)>0.5 & x$padj<0.01)) )
lapply(fertilised.res.filter, function(x) print(all(abs(x$log2FoldChange)>0.5 & x$padj<0.01)) )
lapply(combined.res.filter, function(x) print(all(abs(x$log2FoldChange)>0.5 & x$padj<0.01)) )

4.4 Plot DE genes

We can plot the results as positive and negative bars to reflect the amount of genes up or down regulated in each comparition For that we create a couple more vector to present the results

In order to get the results by week, and then treatment. 19C, 19F, 20C, …

mixVector <- c(rbind(controlVector, fertilisedVector))

And to do the same by treatment. 19C, 20C, …, 41C, 19F, 20F, …

concatVector <- c(cbind(controlVector, fertilisedVector))

4.4.1 Control week+1 vs week plot

plotUpAndDown(control.res.filter)

4.4.2 Fertilised week+1 vs week plot

plotUpAndDown(fertilised.res.filter)

4.4.3 Fertilised vs Control per week plot

plotUpAndDown(combined.res.filter)

4.5 DE Fertilisation vs Control

design(ddsMatrix) <- ~Treatment

ddsFungiTreatment  <- DESeq(ddsMatrix)
## estimating size factors
## estimating dispersions
## gene-wise dispersion estimates
## mean-dispersion relationship
## final dispersion estimates
## fitting model and testing
## -- replacing outliers and refitting for 43 genes
## -- DESeq argument 'minReplicatesForReplace' = 7 
## -- original counts are preserved in counts(dds)
## estimating dispersions
## fitting model and testing
resFungiTreatment <- list( FertilisedvsControl = results(ddsFungiTreatment ,
        name= "Treatment_F_vs_C",
        filter = rowMedians(counts(ddsFungiTreatment )),
        parallel = FALSE) 
        )

save(ddsFungiTreatment, resFungiTreatment, file=file.path(projectFolder, "DE", "ddsTreatment.RData"))
de4network(resFungiTreatment, file.path(deFolder,"deFvsC.tsv"))
## [1] "FertilisedvsControl_lfc"
## [1] "FertilisedvsControl_padj"
## [1] TRUE
##       genes FertilisedvsControl_lfc FertilisedvsControl_padj
## 1    K00002            0.3977140007             9.386642e-04
## 2    K00003           -0.0683180439             4.192241e-01
## 3    K00004            1.0782744475             9.286047e-09
## 4    K00006            0.8231104222             2.096286e-06
## 5    K00008            0.0454147911             5.016583e-01
## 6    K00009           -0.3181098784             3.154413e-02
## 7    K00010            1.6001954342             3.036209e-15
## 8    K00012            0.2836802490             2.657485e-03
## 9    K00013            0.5854733785             3.267681e-04
## 10   K00015            0.6566052018             2.620156e-07
## 11   K00016            1.4843939686             2.655526e-14
## 12   K00018           -2.2733893549             7.456802e-35
## 13   K00019            2.2050611198             8.842739e-08
## 14   K00020           -0.4622680042             9.613154e-07
## 15   K00021           -1.1219530598             4.141244e-09
## 16   K00022            1.0178720717             5.600087e-06
## 17   K00026           -0.0260528401             6.991519e-01
## 18   K00027           -0.5427889668             5.081623e-11
## 19   K00029           -0.0010387764             9.917805e-01
## 20   K00030            0.0608527225             2.117587e-01
## 21   K00031            0.2838633125             4.309348e-05
## 22   K00033           -0.1319332272             2.474181e-02
## 23   K00036           -0.1207842606             1.284583e-02
## 24   K00039            1.3352694782             7.855420e-25
## 25   K00049           -0.6651486156             1.608006e-10
## 26   K00052            1.5068041251             2.181129e-20
## 27   K00053            0.8069005608             8.096394e-22
## 28   K00058            0.1234851215             3.862978e-02
## 29   K00059           -0.2228450382             2.481280e-02
## 30   K00060           -0.9081797412             1.000000e+00
## 31   K00062           -0.3688697588             2.595677e-04
## 32   K00065            0.4202316542             6.714075e-04
## 33   K00067           -0.2200444535             6.638317e-03
## 34   K00069           -0.1032348506             7.107878e-01
## 35   K00074           -0.0987099304             3.373638e-01
## 36   K00077            0.1841640099             1.393072e-02
## 37   K00079            1.0915823245             5.122530e-03
## 38   K00088           -0.0890671149             5.807055e-02
## 39   K00091            0.7071150400             2.802606e-03
## 40   K00094           -0.9081797412             1.000000e+00
## 41   K00101            0.4134374460             8.300165e-11
## 42   K00102            0.1333168915             8.736920e-02
## 43   K00103           -0.1019218378             2.008809e-01
## 44   K00104            0.8071412433             1.000000e+00
## 45   K00106            1.2993434424             2.465652e-17
## 46   K00107           -0.0976647341             2.184193e-01
## 47   K00108            0.2395630627             1.119450e-01
## 48   K00111           -0.2601220160             6.983184e-07
## 49   K00118            0.4629824045             4.711273e-04
## 50   K00121            0.1853896499             1.701672e-03
## 51   K00122            1.6101450797             4.795927e-29
## 52   K00128            0.1998960058             1.274770e-04
## 53   K00129            0.5821037093             2.237272e-09
## 54   K00130            0.4554202768             2.044836e-02
## 55   K00133            0.4191385675             1.466536e-07
## 56   K00134            0.1406021043             1.209477e-02
## 57   K00135            0.0623428429             4.897911e-01
## 58   K00139            1.0656319132             4.842885e-12
## 59   K00140            0.2012181730             2.627195e-04
## 60   K00143            0.0694091084             3.734198e-01
## 61   K00147            0.2090992595             2.435547e-03
## 62   K00148           -0.8582892245             1.000000e+00
## 63   K00161            0.3643828668             3.884471e-10
## 64   K00162            1.2874676485             2.356754e-28
## 65   K00164            0.2239299662             3.535417e-07
## 66   K00166            0.1389656583             9.981969e-02
## 67   K00167            0.0341515132             6.687768e-01
## 68   K00181            1.7577084368             7.755147e-10
## 69   K00211            0.4729104181             1.213463e-09
## 70   K00213           -0.3296535484             1.854313e-01
## 71   K00218           -0.6414434039             7.730422e-08
## 72   K00222           -0.3739323416             6.104496e-08
## 73   K00223           -0.8650492100             1.158940e-19
## 74   K00226           -0.1426178621             2.148753e-02
## 75   K00227            0.4447509942             3.815514e-06
## 76   K00228           -0.6533994757             8.602067e-19
## 77   K00230            2.3167958179             7.856432e-09
## 78   K00231            0.1021128010             2.378950e-01
## 79   K00232           -0.2159704019             1.584642e-02
## 80   K00234            0.1443661585             3.999951e-03
## 81   K00235            0.0436451246             4.145151e-01
## 82   K00236           -0.0088127589             9.182593e-01
## 83   K00237           -0.2789908002             5.979188e-06
## 84   K00249            0.1094784083             1.134464e-01
## 85   K00252            0.0059647227             9.330021e-01
## 86   K00253           -0.1017873290             2.466056e-01
## 87   K00254           -0.2051755223             3.328591e-03
## 88   K00262            0.3356120890             2.321957e-06
## 89   K00264            0.1735811748             9.267295e-03
## 90   K00272            0.9530744744             2.013808e-04
## 91   K00273           -0.2784567643             3.447420e-03
## 92   K00274            0.0913590907             7.523685e-01
## 93   K00275           -0.0624991189             4.224272e-01
## 94   K00276           -0.2043353524             4.180806e-03
## 95   K00280            0.5853888170             3.511682e-02
## 96   K00281            0.3399013555             2.542235e-07
## 97   K00286            0.3533592643             1.636428e-06
## 98   K00287           -0.5924821167             6.802013e-07
## 99   K00288           -0.2183761899             7.256280e-04
## 100  K00290            0.3501796084             5.718899e-08
## 101  K00293            0.3512245792             2.113706e-06
## 102  K00294            0.5964124945             6.188239e-22
## 103  K00295           -0.2772638061             7.445272e-04
## 104  K00297            0.0440857546             4.251029e-01
## 105  K00306           -0.4637800817             5.332020e-05
## 106  K00311            0.4569394931             1.099913e-13
## 107  K00316            1.4660034994             4.288978e-12
## 108  K00318           -0.9265648242             2.547161e-06
## 109  K00323           -0.8611028902             3.503925e-13
## 110  K00326            0.1097408849             1.230577e-01
## 111  K00327            0.2347113938             1.065603e-03
## 112  K00329            0.8212321986             1.144278e-04
## 113  K00344           -0.1406675611             5.635937e-03
## 114  K00354           -0.4590412815             1.568963e-03
## 115  K00356            0.8212321986             1.144278e-04
## 116  K00365           -0.4030618820             5.657490e-03
## 117  K00366           -0.2351463616             1.000000e+00
## 118  K00380            0.4425793066             9.209525e-12
## 119  K00381            0.3810858620             3.548668e-10
## 120  K00382            0.3470880242             4.902958e-11
## 121  K00383           -0.3398114759             1.305599e-06
## 122  K00384            0.1372464787             7.375450e-02
## 123  K00387            0.1560499357             3.836510e-01
## 124  K00390            0.9357869317             1.664352e-24
## 125  K00392           -0.2351463616             1.000000e+00
## 126  K00411            0.0345563463             5.777082e-01
## 127  K00413            0.2230346657             1.216559e-08
## 128  K00415            0.2183113233             7.189924e-04
## 129  K00416            0.9059844268             5.374691e-09
## 130  K00417           -0.0515570228             6.855916e-01
## 131  K00418            0.0333980915             7.622541e-01
## 132  K00420            1.0018117058             5.351485e-07
## 133  K00423            0.4102759719             1.266613e-02
## 134  K00428           -0.3447293733             2.483829e-04
## 135  K00432           -0.3455323446             6.152819e-05
## 136  K00433            0.9238796239             1.000000e+00
## 137  K00450            1.0639414436             5.199841e-08
## 138  K00451            0.4396121985             1.808471e-07
## 139  K00452            0.3630555514             2.207320e-06
## 140  K00456            1.0726654752             2.876565e-08
## 141  K00457            0.9690665976             1.544181e-11
## 142  K00459           -0.1721085141             2.943529e-01
## 143  K00463            0.2893629003             1.041229e-03
## 144  K00467           -0.6891336259             1.385819e-03
## 145  K00469            1.2303873065             3.043142e-25
## 146  K00471            0.8376655517             8.076083e-09
## 147  K00472            0.3853585380             1.375022e-01
## 148  K00474            0.9806692585             1.047871e-12
## 149  K00477            2.1979629030             1.603418e-14
## 150  K00480            0.2611077816             2.334109e-02
## 151  K00485            0.8062098606             8.843936e-06
## 152  K00486            0.3160547096             1.479222e-03
## 153  K00489            1.0525492778             1.270986e-07
## 154  K00493           -1.2151848946             2.289767e-15
## 155  K00500           -0.1936139591             1.000000e+00
## 156  K00501           -0.1936139591             1.000000e+00
## 157  K00502           -0.1936139591             1.000000e+00
## 158  K00505            1.2401091263             1.822693e-28
## 159  K00507            0.3678856647             3.718153e-04
## 160  K00509            1.6303482462             1.757886e-10
## 161  K00511            0.1761902503             9.431369e-03
## 162  K00545            0.9808030839             6.647695e-03
## 163  K00547            0.3980388512             1.621327e-01
## 164  K00549           -0.2878572395             1.569588e-04
## 165  K00551            1.6294187557             1.651595e-21
## 166  K00555            0.9165275111             6.729081e-11
## 167  K00558           -1.3436742224             1.630941e-37
## 168  K00559            0.6610798231             1.575899e-14
## 169  K00560            0.1666976693             9.315393e-02
## 170  K00565            1.6217717132             5.055048e-29
## 171  K00567            1.0559363176             1.866581e-04
## 172  K00568           -0.2148679192             4.542806e-02
## 173  K00571            0.7190036217             1.000000e+00
## 174  K00573           -0.4404087133             8.002916e-03
## 175  K00574            0.5239743942             4.436737e-03
## 176  K00586           -0.2996564010             3.301209e-03
## 177  K00587            1.3895170390             1.979505e-15
## 178  K00589            0.1467275023             3.611966e-02
## 179  K00591           -0.2148679192             4.542806e-02
## 180  K00598            2.1163775742             2.085566e-09
## 181  K00599            1.6247043038             1.000000e+00
## 182  K00600           -0.0502922857             2.456706e-01
## 183  K00601            0.5294579949             2.561254e-08
## 184  K00602           -0.3486933593             1.795708e-08
## 185  K00604           -1.0129192787             1.226704e-16
## 186  K00605           -0.0984112840             1.101019e-01
## 187  K00606            0.1013868409             3.216119e-01
## 188  K00611            0.2714037794             5.145452e-05
## 189  K00615           -0.1692612928             1.614056e-04
## 190  K00616            0.0883985596             3.909101e-02
## 191  K00618           -0.2129115073             2.865690e-02
## 192  K00620           -0.7676499622             3.795064e-33
## 193  K00621            0.2886745267             1.075258e-02
## 194  K00624            0.8300742357             7.297267e-27
## 195  K00626            0.2639326704             1.594439e-03
## 196  K00627            0.2859125578             6.305481e-06
## 197  K00637            0.3781946026             5.408663e-05
## 198  K00641           -0.0542033704             3.346868e-01
## 199  K00643           -0.5069772393             2.843450e-08
## 200  K00645            1.0093981053             2.598328e-08
## 201  K00652            0.5440268279             1.632887e-06
## 202  K00654            0.3339141335             1.467902e-09
## 203  K00656            0.4310748808             1.000000e+00
## 204  K00658           -0.0813152255             2.268124e-02
## 205  K00667           -0.1378910264             1.373792e-01
## 206  K00668           -0.1230315976             1.917393e-01
## 207  K00670           -0.6500351437             1.022766e-09
## 208  K00671            0.1453998109             1.212407e-03
## 209  K00679           -0.7954821131             1.355669e-24
## 210  K00681            0.0320134220             6.359767e-01
## 211  K00683           -0.3577611129             1.175808e-06
## 212  K00685           -0.3535144456             5.609991e-05
## 213  K00688            1.3262350088             1.826126e-15
## 214  K00691            1.2401588801             1.000000e+00
## 215  K00693            0.8826232206             2.634262e-06
## 216  K00697            0.3743404429             3.595622e-04
## 217  K00698            0.1921111316             2.397825e-04
## 218  K00700            0.3654785907             3.932484e-06
## 219  K00706            0.1213716782             4.071098e-02
## 220  K00717            0.8072024993             1.000000e+00
## 221  K00720           -0.1242593525             1.091637e-01
## 222  K00721            0.3013267756             3.165185e-06
## 223  K00728            0.3492324242             1.061926e-17
## 224  K00729            0.0506861074             5.188160e-01
## 225  K00737           -2.4294536025             7.163451e-10
## 226  K00744            0.3727921973             4.510873e-02
## 227  K00749            0.2848681180             1.443431e-02
## 228  K00750            0.3500530610             2.324572e-04
## 229  K00757            0.0566831575             7.471717e-01
## 230  K00759            0.8252477457             4.036491e-15
## 231  K00761            0.3428360947             1.371840e-07
## 232  K00762           -0.1885139807             1.182836e-01
## 233  K00763           -1.0203626599             1.302839e-23
## 234  K00764            0.3410072296             1.544602e-08
## 235  K00765            0.0694595781             1.724169e-01
## 236  K00766            0.6749267225             3.812099e-11
## 237  K00767            0.7838491311             3.325638e-19
## 238  K00772           -0.2904527864             1.397067e-06
## 239  K00773            0.2094201381             6.618687e-02
## 240  K00784           -0.4745414202             7.117826e-09
## 241  K00787            1.5280407539             2.904925e-29
## 242  K00789            0.0558555143             4.089504e-01
## 243  K00791           -1.2264632692             3.135797e-09
## 244  K00793            0.1164534658             1.003767e-01
## 245  K00794           -0.2744935126             8.868345e-05
## 246  K00797            0.4311698444             5.548472e-12
## 247  K00799            0.1796907048             9.909964e-04
## 248  K00801            0.7497492721             2.942299e-24
## 249  K00804            0.8814264325             2.675896e-11
## 250  K00809           -0.3045651884             1.025492e-03
## 251  K00814           -0.1351732734             8.717488e-02
## 252  K00815            0.4585970874             2.642954e-01
## 253  K00817           -0.0753616224             3.037133e-01
## 254  K00818            0.3054670174             7.130723e-04
## 255  K00819            0.8166264216             2.725468e-21
## 256  K00820            0.0568990591             5.009729e-01
## 257  K00823           -0.3544837272             5.365178e-03
## 258  K00826           -0.2798373589             1.242967e-05
## 259  K00830            0.8695099684             1.783405e-12
## 260  K00831           -0.0386209519             4.842952e-01
## 261  K00833           -0.4098779449             3.668365e-08
## 262  K00838            0.1449353786             2.841772e-01
## 263  K00844           -0.0909378918             1.364820e-01
## 264  K00846            0.6001293487             6.000528e-04
## 265  K00849           -1.0638563683             7.996482e-25
## 266  K00850           -0.0644559714             1.488772e-01
## 267  K00851            1.0729127664             8.895288e-12
## 268  K00852            0.1121545469             3.116638e-01
## 269  K00854           -1.2966155852             1.519384e-24
## 270  K00856            0.2267726727             9.260454e-03
## 271  K00858           -0.0507798149             2.579438e-01
## 272  K00859            0.0252764806             7.749045e-01
## 273  K00860            0.0020757693             9.819802e-01
## 274  K00861           -0.3929989933             1.142076e-04
## 275  K00863           -0.0486208725             5.676415e-01
## 276  K00864           -0.3762943396             6.968930e-08
## 277  K00866            0.5004364278             8.145240e-07
## 278  K00868            0.4374418619             1.744463e-03
## 279  K00869            1.0774810310             6.783786e-10
## 280  K00872            1.1077655843             6.600090e-22
## 281  K00873           -0.4109747819             2.899007e-15
## 282  K00876           -0.1882454994             1.224559e-02
## 283  K00877            0.7062617651             1.363765e-05
## 284  K00888            0.2549054834             4.872298e-04
## 285  K00889            0.3659987905             2.609985e-07
## 286  K00894            0.9994330262             1.898734e-18
## 287  K00898            0.4048812259             6.835678e-10
## 288  K00900            1.1008723180             5.034332e-11
## 289  K00902            0.2351632388             1.079882e-02
## 290  K00908            1.3004373765             1.000000e+00
## 291  K00914            0.0159276491             8.275969e-01
## 292  K00915            0.2583258285             9.614244e-02
## 293  K00916            0.2575261735             5.254859e-04
## 294  K00921           -0.0187884935             8.026736e-01
## 295  K00924           -1.2780696094             1.217808e-15
## 296  K00925            0.5548720953             3.229493e-03
## 297  K00927           -0.1441262979             5.693890e-02
## 298  K00928           -0.1343670851             3.114642e-03
## 299  K00931           -0.6058039243             1.922750e-13
## 300  K00938           -0.9928746647             1.258738e-23
## 301  K00939            0.0892248550             2.937841e-01
## 302  K00940           -1.0500671626             4.506936e-15
## 303  K00941            1.8395309855             1.000000e+00
## 304  K00942            0.4969380289             1.333540e-03
## 305  K00943           -0.9396654143             7.510918e-07
## 306  K00944           -0.2906514197             3.931662e-02
## 307  K00948            0.9242180752             2.974188e-37
## 308  K00949           -0.7585123600             5.578889e-17
## 309  K00953           -0.1491002309             3.579064e-01
## 310  K00954            0.9669182153             1.000000e+00
## 311  K00958            0.3489265059             2.797780e-09
## 312  K00960           -0.6969003708             2.390003e-12
## 313  K00962           -2.0707711620             3.687218e-11
## 314  K00963            0.6098800145             4.335801e-09
## 315  K00965           -0.3771448039             6.156561e-09
## 316  K00966            1.2933363187             2.018109e-29
## 317  K00967            0.8949843736             1.320425e-08
## 318  K00968           -0.4435357592             4.682090e-12
## 319  K00971           -1.2465520951             1.039806e-10
## 320  K00972           -0.3029092384             1.052521e-04
## 321  K00974            0.2652857186             3.389261e-02
## 322  K00976            0.9957944285             1.000000e+00
## 323  K00981            0.2389442252             5.709188e-07
## 324  K00987            0.7841601298             2.348660e-11
## 325  K00988            0.4207516579             9.100544e-08
## 326  K00991            1.5331419332             1.000000e+00
## 327  K00993            0.5913229448             4.614982e-10
## 328  K00994            1.2404891552             1.469546e-10
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## 670  K01940            0.5112275450             4.258314e-09
## 671  K01941            1.7828612523             1.213409e-04
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## 673  K01950            1.4853250759             3.757039e-22
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## 683  K01974           -0.6794167233             1.352745e-11
## 684  K02021           -0.0699207903             2.283964e-01
## 685  K02030           -0.3658303844             1.000000e+00
## 686  K02105           -0.2693955020             1.000000e+00
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## 713  K02169            0.4906825775             1.000000e+00
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## 729  K02219            1.3563221723             6.432782e-25
## 730  K02220            0.1433752956             1.854681e-01
## 731  K02230            3.4773835994             1.000000e+00
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## 735  K02263            0.1668010610             1.905183e-03
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## 739  K02267            1.5716552752             3.757748e-24
## 740  K02295            1.8850193223             3.425147e-15
## 741  K02304            0.8850961191             4.719548e-09
## 742  K02307           -1.0035809580             4.803931e-15
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## 747  K02325            0.8396574427             3.623072e-08
## 748  K02326           -0.6811015511             6.729081e-11
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## 750  K02328            0.3623310053             9.813720e-05
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## 752  K02331           -1.3675891719             8.396355e-50
## 753  K02332           -0.2161309205             1.565455e-04
## 754  K02349            0.5407431468             1.975694e-01
## 755  K02350           -0.5496236544             4.091690e-13
## 756  K02355           -0.3431354705             2.605431e-07
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## 760  K02360            0.7982266648             1.000000e+00
## 761  K02365            0.0349010615             8.288713e-01
## 762  K02377           -0.5161442442             4.493960e-08
## 763  K02427            0.2360660881             7.487328e-02
## 764  K02429            0.7553143411             1.216880e-03
## 765  K02433           -0.1865122246             1.164346e-02
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## 767  K02437            0.1194258953             1.467691e-01
## 768  K02449            1.6816125247             1.105050e-05
## 769  K02453            0.7003139919             1.000000e+00
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## 772  K02510            0.3088388457             3.909101e-02
## 773  K02515           -0.9497733732             1.117478e-11
## 774  K02516           -0.6767029943             3.176363e-23
## 775  K02519           -0.9254745952             7.198039e-35
## 776  K02520            0.7854162312             1.431469e-04
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## 778  K02540           -0.2005965877             1.347749e-02
## 779  K02541            0.7106241083             1.149158e-11
## 780  K02542           -0.3374531588             2.753554e-05
## 781  K02543            1.6293528143             2.691174e-14
## 782  K02555            1.0220417246             1.055155e-17
## 783  K02564            0.6488950706             2.553768e-08
## 784  K02575           -0.3626437779             6.487172e-02
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## 786  K02604           -0.1645984861             2.806548e-01
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## 792  K02646            3.8804921188             1.000000e+00
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## 796  K02685           -0.2640321188             6.502877e-03
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## 806  K02735            1.3490683190             2.330116e-25
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## 809  K02738           -0.1396505532             3.614712e-02
## 810  K02739           -0.6178934492             5.730071e-20
## 811  K02805            1.5656031434             1.000000e+00
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## 815  K02836            1.4605469981             1.000000e+00
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## 905  K02966            0.2933938716             6.958139e-04
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## 915  K02979           -2.5091748524             1.000000e+00
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## 1659 K08095            0.5258959891             3.131443e-02
## 1660 K08098            0.9359951300             8.904750e-09
## 1661 K08139            1.2845570921             6.868326e-25
## 1662 K08141            0.5724866901             2.064259e-05
## 1663 K08145            0.1734874595             5.442852e-01
## 1664 K08150            1.8449284811             5.080313e-18
## 1665 K08155            2.1881372663             1.283178e-14
## 1666 K08157            0.1945486241             3.038627e-01
## 1667 K08158            0.3252499762             1.864363e-02
## 1668 K08176           -1.1914494215             6.043413e-32
## 1669 K08178            0.9450004807             7.888714e-15
## 1670 K08184            0.3886404965             1.000000e+00
## 1671 K08187            1.5956448398             1.000000e+00
## 1672 K08189            0.3085293863             1.000000e+00
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## 1674 K08197            1.8975995274             1.333894e-12
## 1675 K08245           -1.0336904878             7.340472e-05
## 1676 K08254            1.2265651794             6.936983e-14
## 1677 K08257            0.8948170103             5.725425e-15
## 1678 K08261            2.7664005964             1.000000e+00
## 1679 K08266            1.2175414000             1.411642e-22
## 1680 K08267           -0.5764009670             1.856302e-16
## 1681 K08269            0.4371552353             6.885369e-15
## 1682 K08272            0.0946470213             9.845752e-02
## 1683 K08282            0.0248417570             6.471997e-01
## 1684 K08284            0.3069948706             1.923748e-02
## 1685 K08286            0.3676420710             4.556296e-16
## 1686 K08287           -0.0622636376             1.865247e-01
## 1687 K08288           -0.2679841897             1.189685e-03
## 1688 K08294            0.2730445196             7.893091e-09
## 1689 K08307            0.1121843328             7.314747e-01
## 1690 K08329            0.1204459643             3.396749e-01
## 1691 K08330           -0.8649023263             2.666049e-15
## 1692 K08331            0.7186444772             2.365273e-12
## 1693 K08332            1.3747985438             3.017739e-33
## 1694 K08333           -0.4631150909             4.344876e-14
## 1695 K08334           -0.2990177042             5.819951e-02
## 1696 K08336           -0.3871319114             7.901778e-07
## 1697 K08337           -0.4253747795             8.783587e-12
## 1698 K08339           -0.1419502798             3.110613e-02
## 1699 K08340            1.2402060615             5.412601e-04
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## 1703 K08455            0.8773743063             1.900118e-02
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## 1707 K08490            0.4347020192             1.331484e-07
## 1708 K08492           -0.3800167757             2.937691e-04
## 1709 K08493           -0.7450803218             1.315909e-14
## 1710 K08495           -0.4156749294             1.476052e-06
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## 1713 K08498            0.6146841331             3.732260e-05
## 1714 K08499            0.6146841331             3.732260e-05
## 1715 K08501           -0.0129918503             9.510866e-01
## 1716 K08502           -0.8133040317             8.754816e-11
## 1717 K08504            0.2495785833             6.259979e-02
## 1718 K08512           -0.2529486099             1.000000e+00
## 1719 K08513            1.0540642039             2.396677e-18
## 1720 K08515            0.2945357460             3.150898e-05
## 1721 K08516            0.0280450349             5.664662e-01
## 1722 K08517           -0.4259129478             3.759739e-07
## 1723 K08518            0.5719589232             2.520908e-05
## 1724 K08564           -0.2529486099             1.000000e+00
## 1725 K08576           -0.6221327427             1.558823e-08
## 1726 K08592           -0.7204237068             1.582269e-09
## 1727 K08596           -0.1297336712             1.965691e-01
## 1728 K08597            0.7771097111             4.729564e-06
## 1729 K08637           -0.1068628233             6.112186e-01
## 1730 K08646            0.7335448247             1.000000e+00
## 1731 K08651            3.3486966045             1.000000e+00
## 1732 K08657            0.1552553305             3.479285e-01
## 1733 K08658            1.0580378779             1.951118e-11
## 1734 K08675           -0.2278995675             2.756167e-04
## 1735 K08677            0.1556624923             7.444671e-01
## 1736 K08678           -0.3382486109             6.507381e-07
## 1737 K08680            0.1902189130             5.829729e-01
## 1738 K08681           -0.0178720942             8.445914e-01
## 1739 K08711            0.2062127080             1.693183e-02
## 1740 K08712           -0.7571092058             3.669850e-11
## 1741 K08726            0.0902968499             4.355865e-01
## 1742 K08730            0.3213845979             8.917965e-04
## 1743 K08734           -0.4410199135             1.821628e-05
## 1744 K08735           -0.2773023145             3.134239e-03
## 1745 K08736           -0.4839661524             1.450007e-05
## 1746 K08737            0.4360192653             1.290813e-07
## 1747 K08738            0.4599741035             1.505017e-04
## 1748 K08739            0.6139320403             7.413537e-05
## 1749 K08740            0.7479591067             3.049261e-06
## 1750 K08741           -0.1205868830             5.125086e-01
## 1751 K08744            0.1866423288             3.755060e-02
## 1752 K08762            0.5505708299             4.568061e-05
## 1753 K08764           -0.4635113647             3.698658e-06
## 1754 K08765            3.0517766539             1.000000e+00
## 1755 K08770            0.0069356870             9.745790e-01
## 1756 K08773            0.1715732411             1.654891e-04
## 1757 K08775           -1.1416760262             5.022359e-06
## 1758 K08783            0.6945090212             3.133058e-07
## 1759 K08790           -0.9637472285             1.000000e+00
## 1760 K08793           -0.0352871875             4.761824e-01
## 1761 K08794            0.1911624883             2.794716e-06
## 1762 K08796            0.6856243605             1.433238e-03
## 1763 K08798           -1.4967828429             5.738579e-17
## 1764 K08801           -0.0579590538             8.700565e-01
## 1765 K08803            2.0033321179             2.746996e-06
## 1766 K08818           -0.1001293705             1.794952e-01
## 1767 K08827            0.2046246147             1.596471e-04
## 1768 K08832           -0.1783678445             8.068361e-06
## 1769 K08835           -0.5634539213             6.736093e-08
## 1770 K08838           -0.4063314230             1.185903e-08
## 1771 K08846           -0.1258840955             1.000000e+00
## 1772 K08849            1.1465673609             1.000000e+00
## 1773 K08850           -0.4104642684             6.861782e-04
## 1774 K08851           -1.6375309178             1.189055e-21
## 1775 K08852            0.4131430704             1.733703e-10
## 1776 K08853           -0.0548795077             5.720182e-01
## 1777 K08856           -0.0065331906             9.139507e-01
## 1778 K08857            1.0282082241             1.000000e+00
## 1779 K08860            1.1992327204             3.023525e-06
## 1780 K08864            1.5043620791             8.709941e-11
## 1781 K08866            0.4070970226             8.068840e-04
## 1782 K08869            0.0501410697             3.525555e-01
## 1783 K08870            0.5241376991             1.395588e-10
## 1784 K08874           -0.2945363917             1.492805e-06
## 1785 K08876           -0.1523370290             7.534110e-03
## 1786 K08900           -0.2361286656             7.533714e-02
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## 1788 K08956           -0.2161930802             3.652025e-05
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## 1790 K08960           -1.1053880821             4.521539e-05
## 1791 K08963           -0.6374513611             7.058297e-15
## 1792 K08964           -0.6804482107             1.802704e-06
## 1793 K08967           -0.3207798535             1.963788e-03
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## 1795 K08991            0.1550570214             1.000000e+00
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## 1797 K09008            0.0382110721             8.030844e-01
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## 1799 K09022           -0.2560600745             1.397647e-01
## 1800 K09027           -2.1069153242             7.358285e-10
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## 1803 K09102            1.1185444049             9.958119e-06
## 1804 K09117            0.9368843654             2.317390e-04
## 1805 K09131            1.4095933119             5.158790e-06
## 1806 K09140           -0.3953196308             7.073886e-09
## 1807 K09142            1.0458548941             2.911329e-05
## 1808 K09174           -0.6394161299             5.177537e-10
## 1809 K09175           -0.6394161299             5.177537e-10
## 1810 K09183            0.0325597215             8.611430e-01
## 1811 K09184            0.2640374614             1.456614e-02
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## 1813 K09201            1.9259524513             1.000000e+00
## 1814 K09202           -0.1322747992             4.469302e-01
## 1815 K09228            2.7546481538             4.756940e-10
## 1816 K09238           -0.1322747992             4.469302e-01
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## 1818 K09241            0.7854210289             1.854266e-03
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## 1821 K09247           -0.0846064194             1.000000e+00
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## 1824 K09252            1.1191013041             3.582547e-11
## 1825 K09258           -1.5147740829             1.000000e+00
## 1826 K09265           -0.0556360866             4.800542e-01
## 1827 K09267            1.0699094252             1.000000e+00
## 1828 K09270           -0.8752896380             2.525263e-20
## 1829 K09272            0.3479950531             1.062140e-09
## 1830 K09274           -1.0408464827             1.426251e-11
## 1831 K09281           -1.5021889322             3.807340e-26
## 1832 K09285            1.5814545137             1.000000e+00
## 1833 K09288           -0.7033649197             2.409370e-02
## 1834 K09291           -0.5097766098             6.240488e-09
## 1835 K09313           -0.1861060119             1.597923e-05
## 1836 K09323           -0.7884826622             3.452280e-04
## 1837 K09326           -0.7870397496             4.368809e-02
## 1838 K09359            1.4751010839             1.366746e-07
## 1839 K09377           -1.9835372298             5.567220e-19
## 1840 K09384            1.3897392050             3.533611e-10
## 1841 K09396            0.4384227456             3.036654e-03
## 1842 K09397           -1.2707125019             1.162341e-07
## 1843 K09401            0.4384227456             3.036654e-03
## 1844 K09403           -0.7293851560             9.181552e-10
## 1845 K09413           -0.6072128879             1.293965e-08
## 1846 K09417            1.1981823418             9.667795e-13
## 1847 K09419            0.2332712916             6.458144e-05
## 1848 K09420           -2.0450990671             1.301946e-11
## 1849 K09423            1.2058424715             8.157317e-03
## 1850 K09424           -1.0877866974             1.859844e-18
## 1851 K09425            1.7316278096             2.739512e-11
## 1852 K09448           -1.7339197271             1.678557e-11
## 1853 K09458           -0.4037060663             5.405312e-05
## 1854 K09464            1.1094051996             4.439051e-15
## 1855 K09465            1.8468815996             1.000000e+00
## 1856 K09467            0.3947107826             1.273887e-05
## 1857 K09468            0.9433126915             2.549789e-08
## 1858 K09478            2.6617048711             1.000000e+00
## 1859 K09481            0.1309625978             3.053933e-02
## 1860 K09484            0.7680044167             1.208960e-07
## 1861 K09485           -0.0533034074             5.217101e-01
## 1862 K09486           -0.0973639639             1.317248e-01
## 1863 K09487            0.5059479799             2.137898e-09
## 1864 K09489           -0.0533034074             5.217101e-01
## 1865 K09490            0.4873077536             1.093880e-16
## 1866 K09493            0.0701632022             2.520333e-01
## 1867 K09494            0.0498989810             4.480454e-01
## 1868 K09495           -0.1914441099             1.289156e-03
## 1869 K09496           -0.3469224580             1.240318e-09
## 1870 K09497           -0.1519012434             5.364848e-03
## 1871 K09498           -0.2838345398             8.363883e-07
## 1872 K09499           -0.2177006835             8.258758e-04
## 1873 K09500           -0.3255577507             1.251935e-06
## 1874 K09503           -0.1109084479             1.213548e-01
## 1875 K09506           -0.3084769466             1.824288e-04
## 1876 K09508           -1.7967193790             1.000000e+00
## 1877 K09509           -1.7967193790             1.000000e+00
## 1878 K09510           -0.0393374037             7.087230e-01
## 1879 K09512           -1.6108519706             9.591455e-17
## 1880 K09518           -0.3727826083             5.156268e-14
## 1881 K09522            0.3362207251             7.944022e-11
## 1882 K09523           -0.3368491180             1.111629e-05
## 1883 K09527            0.1197500968             2.874612e-01
## 1884 K09528           -0.4119257931             2.047625e-14
## 1885 K09529           -0.6016518802             5.382576e-13
## 1886 K09531           -0.4689602284             9.834827e-02
## 1887 K09537            0.9496142730             2.446074e-07
## 1888 K09539           -0.5643694510             1.616594e-08
## 1889 K09540            0.3133377893             3.897443e-13
## 1890 K09548           -1.4361138918             1.241244e-38
## 1891 K09549           -0.7183668493             1.996189e-13
## 1892 K09550           -0.1825267668             9.845752e-02
## 1893 K09553           -0.0681455101             4.332482e-01
## 1894 K09554           -0.2122928482             9.002815e-04
## 1895 K09561            0.7575129659             1.169611e-04
## 1896 K09564           -0.1440293871             1.597272e-01
## 1897 K09565           -1.4809179824             3.168666e-06
## 1898 K09566           -0.7680632616             4.911057e-04
## 1899 K09567           -0.6571464756             1.235765e-07
## 1900 K09568           -0.0737795494             5.217317e-01
## 1901 K09569            0.2911785464             1.379103e-02
## 1902 K09577            0.2813753144             1.906268e-02
## 1903 K09578           -0.5069055067             1.730610e-11
## 1904 K09579            0.0783219565             4.026994e-01
## 1905 K09580            0.5014901206             1.215602e-18
## 1906 K09584            0.2626740634             1.374064e-06
## 1907 K09595            0.9847722641             6.279464e-11
## 1908 K09602            0.0246003691             7.941581e-01
## 1909 K09611           -0.6016744669             1.162971e-11
## 1910 K09613           -1.0386975319             1.242741e-27
## 1911 K09645            0.6652300695             6.865781e-03
## 1912 K09647            1.0466350981             1.131766e-05
## 1913 K09648           -1.2234131343             9.831391e-14
## 1914 K09650           -0.0552904902             4.438480e-01
## 1915 K09658           -0.4916206548             1.621772e-03
## 1916 K09659            1.5068508501             2.428472e-08
## 1917 K09660            0.2371989838             1.725759e-03
## 1918 K09680           -0.6730771291             3.724947e-05
## 1919 K09699            0.2304547384             1.442340e-02
## 1920 K09702            1.4151729781             1.345942e-06
## 1921 K09704            0.7788692374             3.353010e-07
## 1922 K09705           -0.6235003197             2.472411e-03
## 1923 K09780            0.6480431982             2.135703e-03
## 1924 K09827           -0.4867932671             1.340521e-05
## 1925 K09829           -1.4072794454             3.641179e-23
## 1926 K09831            0.1690301747             2.937199e-02
## 1927 K09880            1.1808915047             3.960410e-08
## 1928 K09885            1.2101074141             2.820434e-11
## 1929 K09935            0.2510175634             1.229537e-01
## 1930 K09955            0.8679121761             1.021447e-04
## 1931 K09958            0.8027759152             5.306586e-08
## 1932 K09983            1.6254206261             2.050795e-11
## 1933 K10080            1.2762892748             8.085997e-11
## 1934 K10082            0.2216371378             1.255836e-06
## 1935 K10084            0.1266159565             6.259979e-02
## 1936 K10088           -0.4714982959             1.031969e-07
## 1937 K10089            0.5623981211             2.077119e-05
## 1938 K10112            2.8239759040             1.000000e+00
## 1939 K10134           -0.1652438548             7.444671e-01
## 1940 K10158            0.4449565409             2.350923e-02
## 1941 K10245            0.6453240503             1.694089e-16
## 1942 K10246            0.6425171244             2.079739e-16
## 1943 K10251           -0.2634999164             3.566994e-04
## 1944 K10253            0.1717367110             2.334536e-01
## 1945 K10256            0.3000590916             3.185306e-04
## 1946 K10258           -1.0070682988             6.989708e-24
## 1947 K10259            0.1632200643             1.672042e-03
## 1948 K10262            0.4263470803             1.000000e+00
## 1949 K10268            0.2246896956             1.030720e-01
## 1950 K10273            1.1210448100             8.106824e-13
## 1951 K10276           -0.4055334579             2.128004e-08
## 1952 K10277           -0.0992121810             3.831215e-02
## 1953 K10295            0.0689408341             4.722875e-01
## 1954 K10301           -0.2312545575             2.228553e-01
## 1955 K10352           -1.0340057852             1.625779e-17
## 1956 K10355            1.1896165136             2.041273e-06
## 1957 K10356            0.0147970549             7.307632e-01
## 1958 K10357           -0.0088305076             8.579670e-01
## 1959 K10364           -0.1173064032             5.771553e-02
## 1960 K10365           -0.3045670637             1.347404e-07
## 1961 K10367           -0.9383496009             1.000000e+00
## 1962 K10380            2.6116890494             2.375162e-10
## 1963 K10389           -0.0337019896             5.938231e-01
## 1964 K10392           -0.6393805043             4.308470e-23
## 1965 K10393           -0.3187112274             1.878256e-01
## 1966 K10395           -0.1548776344             3.215074e-02
## 1967 K10396           -0.3649605681             1.192402e-08
## 1968 K10398            0.0582511590             5.580311e-01
## 1969 K10401           -0.5533774847             3.370440e-06
## 1970 K10402           -0.3213056382             2.922508e-03
## 1971 K10403           -1.1247203795             1.979211e-17
## 1972 K10405           -0.5193937227             1.330299e-05
## 1973 K10407            1.6526509322             1.000000e+00
## 1974 K10413            0.2185850604             2.118927e-04
## 1975 K10415           -0.4998212912             3.133533e-14
## 1976 K10416           -0.3989144939             1.523731e-04
## 1977 K10418           -0.3147620061             6.655978e-05
## 1978 K10419           -1.1771566983             1.943004e-21
## 1979 K10421           -1.3639851790             1.264470e-15
## 1980 K10426           -0.2000918986             1.449192e-02
## 1981 K10427           -0.0837124996             3.277383e-01
## 1982 K10428           -0.3379610924             8.155925e-03
## 1983 K10436            0.2325101323             9.108049e-05
## 1984 K10437            0.0123106109             9.428792e-01
## 1985 K10438            1.6970293470             1.268211e-07
## 1986 K10523            1.4813575784             1.000000e+00
## 1987 K10524            0.0779528918             3.346683e-01
## 1988 K10531            0.7647657262             4.856543e-04
## 1989 K10534           -0.1154820305             5.984724e-01
## 1990 K10563            0.5648293314             6.638960e-03
## 1991 K10570            1.0672156558             3.172815e-08
## 1992 K10572           -0.4406767244             1.546779e-01
## 1993 K10573           -0.2519995471             4.371308e-04
## 1994 K10574           -0.2519995471             4.371308e-04
## 1995 K10575           -0.2049677842             2.778322e-03
## 1996 K10576           -0.3121603584             3.165321e-08
## 1997 K10577           -0.5497937618             1.558347e-07
## 1998 K10578           -0.6248271206             1.354218e-11
## 1999 K10579           -0.4277956494             5.780098e-08
## 2000 K10580           -0.2121923622             1.663712e-05
## 2001 K10581            0.3232790406             2.620816e-04
## 2002 K10582           -0.1679509037             4.145385e-02
## 2003 K10583           -0.1684201764             8.174011e-02
## 2004 K10585            1.2343849706             2.017153e-15
## 2005 K10586           -0.2152302541             2.978121e-01
## 2006 K10589           -0.0123161476             8.651418e-01
## 2007 K10590           -0.7664634518             4.741562e-32
## 2008 K10591            0.2567628521             4.511894e-10
## 2009 K10592            0.0250886340             6.240884e-01
## 2010 K10597           -0.1153143084             1.987341e-03
## 2011 K10598           -0.4872500077             2.294829e-10
## 2012 K10599           -0.5295382237             1.370783e-17
## 2013 K10601           -0.2765750089             2.653679e-05
## 2014 K10609           -0.6862053325             1.063567e-09
## 2015 K10610           -0.4889931387             9.743802e-06
## 2016 K10625           -1.0306300166             9.804769e-40
## 2017 K10627            0.9523820755             2.915017e-06
## 2018 K10631           -1.6696837444             1.393615e-30
## 2019 K10632           -0.0442069665             5.013574e-01
## 2020 K10638           -0.4665626432             2.410388e-03
## 2021 K10639           -2.0705891041             2.330116e-25
## 2022 K10643            0.0281784692             6.991519e-01
## 2023 K10644           -0.3849536702             4.559188e-05
## 2024 K10645            0.3740993759             1.000000e+00
## 2025 K10659           -1.2437171730             2.218347e-03
## 2026 K10661           -0.9206919017             2.272723e-24
## 2027 K10666            1.4556477391             1.774540e-15
## 2028 K10669           -0.0908393642             4.897911e-01
## 2029 K10675            1.2149753398             6.540203e-05
## 2030 K10683            0.3970335874             3.481661e-01
## 2031 K10684            0.1366645161             5.616566e-02
## 2032 K10685           -0.0812880825             1.828143e-01
## 2033 K10686           -0.7399750229             1.832733e-17
## 2034 K10688           -1.0152793497             1.107448e-27
## 2035 K10689            1.5588655262             2.320092e-14
## 2036 K10696           -0.1047741655             2.281720e-01
## 2037 K10703            0.3950114023             3.980721e-06
## 2038 K10704            1.1060017290             1.486136e-20
## 2039 K10706           -0.0475775041             6.408759e-01
## 2040 K10731            0.6449973348             1.502409e-03
## 2041 K10732           -0.1708366951             2.211362e-01
## 2042 K10733            1.2716626431             2.309421e-13
## 2043 K10734           -1.5280500408             2.342733e-25
## 2044 K10735           -0.3551279746             2.055771e-02
## 2045 K10736           -0.4521010899             6.081527e-05
## 2046 K10739           -0.7541564453             2.686956e-17
## 2047 K10740           -0.2690215042             1.642444e-01
## 2048 K10742           -0.9861078816             4.895572e-20
## 2049 K10743           -2.1448106027             1.023171e-24
## 2050 K10744            0.0569834491             8.654396e-01
## 2051 K10745            0.8645471992             1.154343e-03
## 2052 K10746            0.5765628485             1.650198e-05
## 2053 K10747           -0.0214131412             7.950349e-01
## 2054 K10750            0.2458820194             1.564526e-01
## 2055 K10751           -0.0965325929             9.909591e-02
## 2056 K10752           -0.5480910247             1.786414e-15
## 2057 K10753            0.1447404835             1.374614e-01
## 2058 K10754            0.0762811259             2.236978e-01
## 2059 K10755            0.1091433902             6.690617e-02
## 2060 K10756           -0.0799364806             2.918761e-01
## 2061 K10759           -0.3483323006             4.044135e-01
## 2062 K10761           -0.4521148192             2.067700e-04
## 2063 K10765           -1.1778481652             1.175048e-09
## 2064 K10768            0.2687877726             1.634415e-01
## 2065 K10769           -0.5407273622             4.427015e-02
## 2066 K10771           -0.2511091871             7.522536e-04
## 2067 K10772           -0.2724441285             2.912186e-03
## 2068 K10773           -0.3464908966             2.400422e-05
## 2069 K10775           -0.6925920800             2.522083e-04
## 2070 K10777           -0.1602285282             5.657490e-03
## 2071 K10798            1.3081689901             3.313295e-10
## 2072 K10801            0.5449209378             7.919228e-04
## 2073 K10807           -0.4771949577             1.894692e-08
## 2074 K10808           -1.2286832451             2.368780e-20
## 2075 K10812            0.4449565409             2.350923e-02
## 2076 K10838            0.2724297815             1.672042e-03
## 2077 K10839            0.0068656524             9.017003e-01
## 2078 K10841            1.1314714357             9.474763e-10
## 2079 K10842           -0.4177024979             7.089308e-07
## 2080 K10843            0.1094677256             1.429710e-02
## 2081 K10844           -1.0273184274             2.844974e-35
## 2082 K10846           -0.2246671053             3.395646e-04
## 2083 K10847           -0.0061823375             9.481052e-01
## 2084 K10848            0.3023278795             8.611545e-04
## 2085 K10849            0.0795304091             3.938246e-01
## 2086 K10858            0.0382832642             6.751466e-01
## 2087 K10862           -0.3519539426             8.438535e-03
## 2088 K10863            0.7256663927             1.000353e-04
## 2089 K10865           -0.1144228914             1.609107e-01
## 2090 K10866           -0.0003655323             9.955633e-01
## 2091 K10867            0.6884137355             1.000000e+00
## 2092 K10868            1.2998379471             1.125116e-07
## 2093 K10870           -1.9176857888             1.000000e+00
## 2094 K10871           -1.1038286368             1.000000e+00
## 2095 K10872            1.3400328714             1.000000e+00
## 2096 K10873            0.0440385205             6.575087e-01
## 2097 K10875            0.4930456547             4.903551e-16
## 2098 K10877           -0.7000671299             9.592088e-07
## 2099 K10878           -0.8547137074             1.178932e-04
## 2100 K10879            0.3670030588             9.614244e-02
## 2101 K10880            0.2675397601             6.148776e-02
## 2102 K10881           -0.9464916185             1.898343e-14
## 2103 K10882            0.3512882530             5.638097e-06
## 2104 K10884           -1.0555506736             3.085310e-15
## 2105 K10885           -1.7166986701             1.759902e-34
## 2106 K10899           -0.6431536011             3.631554e-08
## 2107 K10901           -0.2384134436             5.579682e-03
## 2108 K10903            0.5301114472             4.551592e-04
## 2109 K10908            0.1231044467             2.885014e-02
## 2110 K10949            0.3747351798             2.494787e-09
## 2111 K10956            0.5179219229             2.033302e-19
## 2112 K10958            0.2675397601             6.148776e-02
## 2113 K10967           -0.0612228240             5.608787e-01
## 2114 K10969            0.9157898875             1.000000e+00
## 2115 K10971            2.2726398119             1.000000e+00
## 2116 K10981           -0.2036607682             1.405560e-01
## 2117 K10990           -1.0826547854             8.311169e-06
## 2118 K10991            2.4392310064             5.340878e-09
## 2119 K10992            0.2929079113             2.503632e-01
## 2120 K10994           -0.3304231414             1.864363e-02
## 2121 K10997           -0.4505699303             1.385875e-05
## 2122 K10998           -1.3838536861             3.944031e-17
## 2123 K11086            0.9462902524             5.150887e-27
## 2124 K11087            0.0156246594             8.243171e-01
## 2125 K11088            1.1522830697             8.378882e-19
## 2126 K11090           -0.2909465671             9.081715e-05
## 2127 K11091           -0.9829870122             7.924594e-04
## 2128 K11092           -0.2742567437             3.747283e-05
## 2129 K11093            0.1360734206             9.085235e-04
## 2130 K11094            0.1606977041             3.036226e-03
## 2131 K11095            0.1705783673             3.659545e-03
## 2132 K11096            1.3484131523             5.602899e-22
## 2133 K11097           -1.1001773006             4.903794e-10
## 2134 K11098            2.3430312236             1.139131e-26
## 2135 K11099            1.8796133007             2.423098e-16
## 2136 K11108            1.5896372055             1.086789e-36
## 2137 K11113            1.1478051367             1.429660e-06
## 2138 K11121           -0.2565311330             4.620633e-05
## 2139 K11126            0.2005027651             4.897911e-01
## 2140 K11128           -0.0091044755             8.725734e-01
## 2141 K11129           -0.3460860528             2.692794e-09
## 2142 K11130            1.2083575239             6.734363e-08
## 2143 K11131            0.2129624499             1.809734e-04
## 2144 K11134           -0.8380700790             1.208844e-09
## 2145 K11135           -0.2994686471             6.928752e-02
## 2146 K11137           -0.8028509034             1.379447e-20
## 2147 K11142           -0.6016744669             1.162971e-11
## 2148 K11153            0.2817628065             6.774069e-02
## 2149 K11155            0.2730974287             7.265708e-03
## 2150 K11159            0.4002477864             3.936565e-02
## 2151 K11173            0.0798580618             3.185901e-01
## 2152 K11182            1.2127556960             1.000000e+00
## 2153 K11187           -0.6167588022             1.238385e-18
## 2154 K11204            0.4441601109             3.903069e-08
## 2155 K11205            0.7964937251             2.722221e-04
## 2156 K11206            1.0300428126             4.499428e-05
## 2157 K11213            1.3061214596             1.000000e+00
## 2158 K11215            1.2126398521             2.967595e-33
## 2159 K11226           -0.1959538259             4.542496e-06
## 2160 K11227            0.4285464318             1.012682e-06
## 2161 K11228           -0.1617499011             1.537127e-03
## 2162 K11229           -0.5112904219             1.031851e-16
## 2163 K11230            0.0957541409             5.506315e-02
## 2164 K11231            1.1254597576             4.142843e-14
## 2165 K11232            1.0164651856             1.280697e-18
## 2166 K11233            0.3258541247             1.495729e-07
## 2167 K11236            0.1189845631             1.199716e-01
## 2168 K11237            0.0198873812             5.976436e-01
## 2169 K11238           -0.1762794044             5.624123e-03
## 2170 K11240           -0.0147018860             8.417342e-01
## 2171 K11243           -1.3380959646             2.976596e-06
## 2172 K11244            0.8866774339             5.759024e-07
## 2173 K11246            0.3847399349             1.625935e-13
## 2174 K11247            2.4757981391             1.000000e+00
## 2175 K11251           -0.0129473548             8.330307e-01
## 2176 K11252            0.3633573891             4.582946e-14
## 2177 K11253           -0.6914156274             2.233657e-17
## 2178 K11254            2.1039718746             9.180302e-17
## 2179 K11262            0.1165282850             1.330157e-01
## 2180 K11267           -0.3975517857             1.922774e-09
## 2181 K11268            1.1553486027             8.536498e-06
## 2182 K11269           -0.2573468545             4.256212e-02
## 2183 K11270            0.6113349018             1.770268e-02
## 2184 K11271            1.8951128814             5.070878e-06
## 2185 K11272           -0.4576010654             4.527560e-03
## 2186 K11273            0.2218296457             8.624000e-03
## 2187 K11274           -1.1331818940             1.132366e-19
## 2188 K11275            0.2584256950             1.344143e-02
## 2189 K11279            0.5465246853             1.626897e-23
## 2190 K11290           -1.8155304576             2.368936e-23
## 2191 K11292           -0.3973393304             5.113710e-12
## 2192 K11293            0.0180202408             7.950349e-01
## 2193 K11294            0.2909190467             1.434307e-03
## 2194 K11295           -0.0640518683             8.582199e-01
## 2195 K11296            0.3054213124             5.825842e-03
## 2196 K11303            0.1372125396             3.178402e-02
## 2197 K11304           -0.4065465144             2.719809e-14
## 2198 K11306           -0.5185874362             1.273268e-18
## 2199 K11307            1.1395504408             6.575431e-08
## 2200 K11308           -0.6021690489             2.365393e-15
## 2201 K11309           -0.9873503737             1.608058e-12
## 2202 K11310           -0.2066621131             5.086334e-01
## 2203 K11313            0.8731483111             3.854254e-17
## 2204 K11314           -0.0303078809             6.247127e-01
## 2205 K11315            0.0431928544             5.830035e-01
## 2206 K11319           -0.5631447276             2.195183e-13
## 2207 K11321           -1.2875939956             9.484069e-21
## 2208 K11322           -0.4372616968             5.306586e-08
## 2209 K11324           -0.8711757427             5.573226e-33
## 2210 K11338            0.1108512127             2.656624e-02
## 2211 K11339            0.0750481106             2.077334e-01
## 2212 K11340           -0.7325120459             2.456822e-24
## 2213 K11341            0.2013960475             2.986622e-02
## 2214 K11343           -0.6424305383             4.917083e-08
## 2215 K11344           -0.5043594052             2.397954e-08
## 2216 K11346            1.8244749214             1.000000e+00
## 2217 K11352            0.8329092063             7.010716e-10
## 2218 K11353            0.2424625758             7.396044e-03
## 2219 K11359            0.4275766300             3.855154e-08
## 2220 K11360            0.9233279998             1.192209e-15
## 2221 K11361            0.1249958390             2.943510e-01
## 2222 K11362           -0.2104399281             4.767517e-02
## 2223 K11364           -0.6681812795             1.176617e-10
## 2224 K11365            0.1314209442             1.095870e-01
## 2225 K11366            0.0197495719             8.383340e-01
## 2226 K11367           -0.1015282166             4.313815e-02
## 2227 K11368            0.6274981241             9.743727e-03
## 2228 K11369            0.9882761585             2.760869e-06
## 2229 K11370            0.9962263800             5.710390e-12
## 2230 K11372           -0.0889654811             3.330035e-01
## 2231 K11373           -0.2175697953             7.314355e-03
## 2232 K11374           -0.2402055942             2.036418e-04
## 2233 K11375           -0.5085031668             1.786761e-06
## 2234 K11376           -0.2903560072             2.994291e-02
## 2235 K11377            1.4257349036             2.202936e-08
## 2236 K11378           -0.5185874362             1.273268e-18
## 2237 K11380            0.2657309361             7.250111e-05
## 2238 K11390            0.1633617638             1.836329e-01
## 2239 K11393           -0.3111192880             3.701824e-02
## 2240 K11396           -0.3893945877             8.982147e-06
## 2241 K11397           -0.0430569858             6.411487e-01
## 2242 K11399            1.9562788312             4.584315e-08
## 2243 K11400           -0.7325120459             2.456822e-24
## 2244 K11401            1.1395504408             6.575431e-08
## 2245 K11404           -0.6284872521             6.299314e-18
## 2246 K11405           -1.3539178924             2.390003e-12
## 2247 K11407            1.0488801285             9.018332e-18
## 2248 K11412           -0.8514257556             3.669850e-11
## 2249 K11415           -0.4288850190             3.078536e-03
## 2250 K11416            0.9140320975             1.000000e+00
## 2251 K11417            1.0712792620             1.000000e+00
## 2252 K11419           -0.9143031782             7.831933e-10
## 2253 K11422            0.1033487115             9.792479e-02
## 2254 K11423           -0.1967963533             1.099499e-04
## 2255 K11426           -0.5339866859             4.882231e-05
## 2256 K11427            0.3168182947             2.922508e-03
## 2257 K11429           -0.2090352445             5.341533e-02
## 2258 K11430            0.5126927676             5.460703e-04
## 2259 K11434           -0.2550598228             4.327451e-04
## 2260 K11436           -0.4563235837             5.481383e-21
## 2261 K11446           -0.2852330266             1.347165e-08
## 2262 K11450            0.4823694668             1.970765e-03
## 2263 K11453            0.9140275740             1.000000e+00
## 2264 K11462           -0.6256769018             2.113691e-07
## 2265 K11483           -0.6284872521             6.299314e-18
## 2266 K11484           -0.2942933254             5.618603e-03
## 2267 K11493            0.2925712856             1.030665e-05
## 2268 K11495            0.0960374195             3.923278e-01
## 2269 K11497            0.0562441119             5.093100e-01
## 2270 K11498            0.1399997471             1.037184e-01
## 2271 K11501            1.2447094563             2.056946e-09
## 2272 K11517           -0.1620851819             6.217843e-01
## 2273 K11518           -0.4724740847             3.717356e-15
## 2274 K11519           -0.8620377155             1.648997e-05
## 2275 K11541           -0.1396613909             6.389738e-02
## 2276 K11547            0.1455867155             3.193984e-01
## 2277 K11548           -0.1700278082             1.716437e-01
## 2278 K11551            0.6610535410             2.337561e-02
## 2279 K11552            0.8300632604             5.775136e-03
## 2280 K11553            1.0271619670             1.234598e-02
## 2281 K11557            0.1854573664             4.764952e-01
## 2282 K11558           -0.5408495286             3.006587e-03
## 2283 K11559           -1.7837937200             1.355034e-19
## 2284 K11560            0.0077614669             9.670320e-01
## 2285 K11561            1.3035623320             1.177599e-08
## 2286 K11562           -1.6017842748             2.954347e-14
## 2287 K11563           -0.4388165601             4.525416e-03
## 2288 K11566           -0.3719149850             7.250790e-02
## 2289 K11567           -0.5258216732             7.934212e-03
## 2290 K11568            1.0591820536             1.065603e-03
## 2291 K11572            0.8014628656             7.709838e-03
## 2292 K11578           -0.4805557321             2.942446e-06
## 2293 K11584            0.0261211643             6.185441e-01
## 2294 K11585           -0.0833838869             5.395444e-01
## 2295 K11587            0.9140275740             1.000000e+00
## 2296 K11592           -1.0424205888             1.082563e-24
## 2297 K11593           -0.5414888071             1.395563e-08
## 2298 K11594            0.3910171855             5.167299e-08
## 2299 K11595            1.2375816715             1.034192e-09
## 2300 K11599            1.0986448136             1.570454e-10
## 2301 K11600           -0.4409362674             1.794445e-06
## 2302 K11644           -0.2228302080             4.850349e-06
## 2303 K11647            0.5804068145             4.861815e-02
## 2304 K11648            0.3265269057             1.426516e-04
## 2305 K11649            0.1348808590             5.196514e-03
## 2306 K11650           -0.5794821245             6.802761e-15
## 2307 K11652           -0.7325120459             2.456822e-24
## 2308 K11654            0.0026056536             9.557258e-01
## 2309 K11662           -0.1508201362             4.471350e-02
## 2310 K11663            0.8244885731             4.470082e-07
## 2311 K11664           -0.5799170226             8.055319e-05
## 2312 K11665            0.0197512632             6.240240e-01
## 2313 K11667            0.7737035321             1.416267e-04
## 2314 K11672            0.0850417680             1.549859e-01
## 2315 K11673            0.8423465422             1.552461e-11
## 2316 K11675            0.3931645579             3.671825e-05
## 2317 K11676            0.6887994730             1.018548e-07
## 2318 K11681            0.0529191364             3.709396e-01
## 2319 K11684           -0.3977284243             5.359475e-04
## 2320 K11696            1.7312727583             3.397311e-06
## 2321 K11697            1.3718834468             1.000000e+00
## 2322 K11698            1.0960393258             4.658268e-04
## 2323 K11699           -0.7732250553             9.789655e-13
## 2324 K11701            2.0565609599             4.379317e-12
## 2325 K11702            0.7639554824             4.653858e-07
## 2326 K11713           -0.5411694611             6.089810e-03
## 2327 K11718           -0.3912913782             1.759286e-10
## 2328 K11723           -0.0014718155             9.741449e-01
## 2329 K11733            0.2163860077             1.000000e+00
## 2330 K11752            0.2329562837             2.533346e-01
## 2331 K11755            1.0228684239             1.000000e+00
## 2332 K11756           -0.0400357826             5.565775e-01
## 2333 K11757           -1.7184084792             4.801249e-16
## 2334 K11759           -1.7184084792             4.801249e-16
## 2335 K11760           -0.3112655254             4.564878e-09
## 2336 K11761            0.8652764485             1.596612e-11
## 2337 K11763           -0.1845098213             6.355770e-02
## 2338 K11768            0.4057787292             1.029245e-04
## 2339 K11770            0.1255038955             1.581151e-01
## 2340 K11771            0.1187886313             2.223052e-01
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## 2343 K11778            0.1038264313             1.134282e-01
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## 2345 K11788           -0.4573126364             3.161254e-15
## 2346 K11790            0.7525057301             4.126556e-05
## 2347 K11795           -0.3046718185             2.967603e-03
## 2348 K11799           -0.8679812539             3.012473e-02
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## 2351 K11802           -0.5617955300             1.000000e+00
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## 2353 K11805           -0.5159591192             9.904198e-16
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## 2390 K11903            0.5952632863             1.000000e+00
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## 3008 K14833           -0.2731064349             6.001121e-07
## 3009 K14834           -0.2618443002             7.510339e-05
## 3010 K14835           -0.3403256631             1.026898e-14
## 3011 K14836            1.8904590321             2.191620e-12
## 3012 K14837            0.0822292128             2.251753e-01
## 3013 K14838           -1.0335010338             1.525313e-27
## 3014 K14839           -0.3344196686             4.063322e-03
## 3015 K14840            0.1314491817             8.282909e-02
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## 3019 K14844           -0.0284701756             8.016264e-01
## 3020 K14845            0.2415378314             2.359546e-02
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## 3022 K14847            0.0673538825             3.399039e-01
## 3023 K14848           -0.5501820448             4.629530e-15
## 3024 K14849           -0.1118995581             1.374862e-01
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## 3026 K14851           -0.5080508830             3.180515e-03
## 3027 K14852           -0.2535565305             1.059207e-03
## 3028 K14854            1.1108011733             1.283373e-04
## 3029 K14855           -0.5295002471             3.994869e-08
## 3030 K14856            0.0437226210             5.065176e-01
## 3031 K14857           -0.0730970993             1.494031e-01
## 3032 K14858            0.3849386733             4.598871e-08
## 3033 K14859           -0.4323544455             3.312338e-11
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## 3038 K14864            0.6437200009             1.920442e-11
## 3039 K14950            0.1355963517             1.178512e-03
## 3040 K14951           -0.5503653577             6.024693e-18
## 3041 K14960           -0.5041970401             5.363171e-06
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## 3049 K14998           -1.6016552272             2.632331e-19
## 3050 K15014           -0.0450639297             5.804143e-01
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## 3054 K15027            0.2748211609             1.459803e-01
## 3055 K15028            0.0665785590             2.136343e-01
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## 3058 K15033            0.5343594299             4.278779e-03
## 3059 K15040            0.7141212728             2.527877e-16
## 3060 K15042            2.7627754367             1.000000e+00
## 3061 K15043            2.7627754367             1.000000e+00
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## 3088 K15119            0.3288893029             1.928276e-05
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## 3090 K15128           -0.1629765143             8.238381e-02
## 3091 K15130            0.6971791166             3.622881e-03
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## 3093 K15135           -0.1870016921             1.000000e+00
## 3094 K15136            1.1682969010             3.790941e-07
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## 3096 K15140            0.7348341190             1.294619e-02
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## 3101 K15152           -1.6143586794             2.444952e-22
## 3102 K15153           -1.2502379549             1.365931e-16
## 3103 K15156           -0.4165153721             7.791291e-07
## 3104 K15160            1.1695483438             7.103155e-11
## 3105 K15161            0.2769878137             6.469893e-04
## 3106 K15163           -0.8377220458             1.456130e-16
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## 3108 K15168           -1.7689035152             1.055152e-11
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## 3119 K15190           -0.8652751968             6.728599e-05
## 3120 K15191            1.1809673617             1.000000e+00
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## 3122 K15193            0.5348158567             5.459660e-03
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## 3125 K15201           -0.3054088537             6.796863e-04
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## 3127 K15203           -1.3529312633             2.340168e-06
## 3128 K15204            1.6179345354             2.333839e-08
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## 3130 K15206            0.0483476445             7.364793e-01
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## 3135 K15219           -0.4058883033             1.363352e-02
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## 3137 K15255            0.2322766134             1.531554e-04
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## 3139 K15263           -0.0548440516             5.596412e-01
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## 3158 K15308           -0.6859682494             4.333271e-11
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## 3160 K15318            2.3621416050             1.000000e+00
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## 3175 K15364            1.6365871133             1.842353e-08
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## 3182 K15393            0.8517619342             1.000000e+00
## 3183 K15394            1.1028432497             1.000000e+00
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## 3187 K15410            0.3839709390             1.000000e+00
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## 3237 K15544            1.1761955317             1.455219e-23
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## 3247 K15627           -1.4222290086             6.775343e-33
## 3248 K15628            0.9284237962             2.979026e-14
## 3249 K15631            1.2445499408             1.481172e-13
## 3250 K15633           -0.1611066345             5.217224e-03
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## 3258 K15730           -1.2437171730             2.218347e-03
## 3259 K15731            0.1699471275             6.363121e-04
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## 3261 K15743            0.5531105116             1.000000e+00
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## 3341 K17065            0.0270874602             5.131273e-01
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## 3344 K17080            1.3973856132             3.546784e-28
## 3345 K17081            0.3241888149             2.715264e-10
## 3346 K17086            1.3743392545             3.795064e-33
## 3347 K17095            0.3400687730             3.094005e-03
## 3348 K17100            2.7128582985             1.000000e+00
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## 3350 K17255            1.4869009515             2.848015e-28
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## 3373 K17412           -2.7395536000             9.411162e-25
## 3374 K17413            0.5831709915             1.663697e-05
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## 3409 K17566            0.1453184429             1.000000e+00
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## 4009 K21631           -0.0244667065             7.260689e-01
## 4010 K21632            1.1503205374             1.013264e-15
## 4011 K21641            1.0797141032             4.298936e-08
## 4012 K21642            0.2660130592             8.304077e-03
## 4013 K21751            1.2489036242             8.422671e-20
## 4014 K21752           -0.0158317183             9.021091e-01
## 4015 K21766            0.8607720723             1.058828e-07
## 4016 K21767           -1.2905346967             6.767530e-22
## 4017 K21768            0.4258859766             2.387352e-02
## 4018 K21769           -0.7605769141             3.660675e-07
## 4019 K21797            0.1011534743             5.506146e-02
## 4020 K21798           -0.0270096980             7.686589e-01
## 4021 K21803           -2.0763597253             4.619797e-14
## 4022 K21804            0.1046251372             3.288271e-01
## 4023 K21805           -2.0763597253             4.619797e-14
## 4024 K21806           -0.3389606104             2.043110e-03
## 4025 K21820           -0.6613409341             3.115233e-03
## 4026 K21842           -0.3740620584             1.193396e-07
## 4027 K21845            0.1336544037             4.642455e-01
## 4028 K21848            0.6416636893             2.020790e-06
## 4029 K21850            0.5120472067             1.825870e-15
## 4030 K21863            1.2008605767             3.461777e-03
## 4031 K21864            0.1528533739             5.133025e-03
## 4032 K21871           -0.8532597879             4.134804e-05
## 4033 K21890           -1.2137847624             1.730271e-22
## 4034 K21899            0.8122573918             1.000000e+00
## 4035 K21927            0.8844377663             2.778894e-02
## 4036 K21989            0.1124970564             8.859623e-02
## 4037 K21991           -0.3569263957             3.489629e-04
## 4038 K21996            0.2866158776             4.470080e-11
## 4039 K21997            1.0977430635             4.009876e-17
## 4040 K22004           -2.6906546043             9.942167e-23
## 4041 K22008            0.9522933214             1.768427e-11
## 4042 K22016           -0.5967429358             8.944145e-03
## 4043 K22032            0.2446613091             3.896314e-01
## 4044 K22048            0.1034259972             2.228652e-01
## 4045 K22058           -1.5843938432             3.884515e-10
## 4046 K22062           -1.8413592351             1.698841e-07
## 4047 K22063           -0.0674087306             4.872229e-01
## 4048 K22066           -0.0163992144             9.142768e-01
## 4049 K22068            1.4043882074             4.694232e-22
## 4050 K22069            0.6452301861             2.198314e-05
## 4051 K22071            0.3618176177             6.038764e-12
## 4052 K22072           -0.3305133168             2.634262e-06
## 4053 K22073            0.1953818365             1.758446e-04
## 4054 K22074            0.0904612086             1.643960e-01
## 4055 K22075           -0.4152952406             1.732451e-03
## 4056 K22120            2.3370110544             9.217345e-09
## 4057 K22121            3.0597622353             1.036240e-09
## 4058 K22122            1.2940455540             2.592895e-06
## 4059 K22123            0.2198971618             1.000000e+00
## 4060 K22124           -0.9943527308             3.424922e-02
## 4061 K22132           -0.3415712376             4.126403e-07
## 4062 K22133           -0.3116860557             2.535286e-04
## 4063 K22134            0.8282722681             4.952890e-09
## 4064 K22138            1.0494354119             3.348294e-29
## 4065 K22139            0.1608161988             2.696487e-02
## 4066 K22140            0.0419597153             2.999635e-01
## 4067 K22148            1.0136545246             2.519130e-08
## 4068 K22149            0.9085773479             2.038013e-02
## 4069 K22151            0.5429747812             1.000000e+00
## 4070 K22152            0.6834725711             6.748044e-03
## 4071 K22193            0.3686925682             1.010092e-02
## 4072 K22207            2.2530858630             1.000000e+00
## 4073 K22211            2.0347965067             7.244125e-13
## 4074 K22213            0.9985613257             2.949774e-09
## 4075 K22243            0.9173227346             4.597330e-08
## 4076 K22248           -0.6029652334             1.719462e-07
## 4077 K22255            1.1197071308             2.719809e-14
## 4078 K22262           -0.0243009017             7.299782e-01
## 4079 K22276            0.8236780612             1.765983e-05
## 4080 K22277           -0.3001328039             2.229995e-01
## 4081 K22278           -0.2680350041             2.761479e-01
## 4082 K22282            1.7643654804             1.000000e+00
## 4083 K22285            1.4305039833             6.408478e-43
## 4084 K22314            0.0068773852             9.481052e-01
## 4085 K22315           -0.3164938505             1.554788e-03
## 4086 K22337           -0.3387258031             3.273967e-06
## 4087 K22377            0.5251387235             3.475357e-05
## 4088 K22381            0.0790741689             4.069049e-01
## 4089 K22382           -0.2118631626             5.578792e-04
## 4090 K22384            0.1174116532             9.526797e-02
## 4091 K22386           -0.1353952919             4.015341e-01
## 4092 K22390            1.2194384174             1.595809e-06
## 4093 K22399            0.3117730190             8.589283e-02
## 4094 K22418           -0.1156836775             4.826955e-01
## 4095 K22419            1.1045509347             6.827131e-04
## 4096 K22438           -0.5208652713             1.168592e-07
## 4097 K22445            1.8366892623             1.000000e+00
## 4098 K22470           -0.1159126621             4.842952e-01
## 4099 K22483            2.8643531237             1.124408e-11
## 4100 K22484            0.5646779115             6.700634e-14
## 4101 K22485            0.6681192170             7.900538e-03
## 4102 K22494           -0.4407656809             2.915883e-02
## 4103 K22496           -1.0408464827             1.426251e-11
## 4104 K22503            0.0001685481             9.979437e-01
resFungiTreatment.filter <- lapply(resFungiTreatment, filterDE)
## [1] "Filtering by: padj = 0.01 and lfc= 0.5"
plotUpAndDown(resFungiTreatment.filter)

4.6 Top genes

To check the top genes in each comparition we create a dot plot for the top 6 genes with two lines (read and blue) that highligths the comparition pair that we want to check and store it as a PDF

plotTop(control.res.filter, dds, plotGroup=c('Treatment','Week'), infoVector=concatVector, name = file.path(deFolder,"controlFilter.pdf"))
plotTop(fertilised.res.filter, dds, plotGroup=c('Treatment','Week'), infoVector=concatVector, name = file.path(deFolder,"fertilisedFilter.pdf"))
plotTop(combined.res.filter, dds, plotGroup=c('Week','Treatment'), infoVector=mixVector, name = file.path(deFolder,"combinedFilter.pdf"))

5 Results export

5.1 Background for enrichment

We need to extract the names of all the genes that at least have 1 count across all samples to establish a background needed for future enrichment steps

write.table(colnames(t(assay(dds))), file=file.path(deFolder,"background.txt"), row.names = F,col.names = F, quote = F )

5.2 Data for networks

For a co-expression network construction we need the vst data after doing a zeroMAD (Mean Decrease Accuracy) cleanup. That will remove genes with zero or almost zero expression. For the network construction with Seidr we need a headless files with the data and a file only with the gene names

5.2.1 Combined

vsdCombined <- vst(dds, blind=FALSE)
combinedData <- t(assay(vsdCombined))
combinedData <- combinedData[,which(colMads(as.matrix(combinedData)) > 0)]
save(combinedData, file=file.path(deFolder,"combinedVsdData.RData"))
write.table(combinedData, file =file.path(deFolder,"fungi2011Combined.tsv"), sep='\t', row.names=FALSE, col.names=FALSE)
writeLines(colnames(combinedData), con=file.path(deFolder,"fungi2011CombinedNames.txt"))

5.2.2 Control & fertilised

In order to make this individual networks, we need to specify a new design to obtain the vst data using model awareness. In this case, the model should be treatment.

ddsSplit <- dds
design(ddsSplit) <- ~Treatment
vsdSplit <- vst(ddsSplit, blind=F)
vsdSplitData <- t(assay(vsdSplit))
controlData <- vsdSplitData[grep("C",rownames(vsdSplitData)),]
controlData <- controlData[,which(colMads(as.matrix(controlData)) > 0)]

fertilisedData <- vsdSplitData[grep("F",rownames(vsdSplitData)),]
fertilisedData <- fertilisedData[,which(colMads(as.matrix(fertilisedData)) > 0)]

save(controlData, file=file.path(deFolder,"controlVsdData.RData"))
write.table(controlData, file = file.path(deFolder,"fungi2011Control.tsv"), sep='\t', row.names=FALSE, col.names=FALSE)
writeLines(colnames(controlData), con=file.path(deFolder,"fungi2011ControlNames.txt"))

save(fertilisedData, file=file.path(deFolder,"fertilisedVsdData.RData"))
write.table(fertilisedData, file = file.path(deFolder,"fungi2011Fertilised.tsv"), sep='\t', row.names=FALSE, col.names=FALSE)
writeLines(colnames(fertilisedData), con=file.path(deFolder,"fungi2011FertilisedNames.txt"))

5.3 DE results

For downstream analysis we export each set of results to a tsv file containing the padj and log2foldchange values for each comparition. We export the results unfiltered

5.4 DE enrichment

We set the background

background <- read.table(file.path(deFolder, "background.txt"), sep='\t', header=F, stringsAsFactors = F)[,1] 

Now we use gopher to obtain the enrichment results for up and down expressed genes

control.res.enr <- getDEenrichment(control.res.filter, background)
## Loading required package: tidyr
## 
## Attaching package: 'tidyr'
## The following object is masked from 'package:S4Vectors':
## 
##     expand
## Loading required package: tibble
## Loading required package: jsonlite
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04966 map04966 4104 10 14 map04966
## 2 https://www.kegg.jp/dbget-bin/www_bget?map04150 map04150 4104 46 14 map04150
## 3 https://www.kegg.jp/dbget-bin/www_bget?map05110 map05110 4104 20 14 map05110
## 4 https://www.kegg.jp/dbget-bin/www_bget?map04721 map04721 4104 24 14 map04721
## 5 https://www.kegg.jp/dbget-bin/www_bget?map04145 map04145 4104 36 14 map04145
## 6 https://www.kegg.jp/dbget-bin/www_bget?map05120 map05120 4104 16 14 map05120
## 7 https://www.kegg.jp/dbget-bin/www_bget?map05165 map05165 4104 50 14 map05165
## 8 https://www.kegg.jp/dbget-bin/www_bget?map05323 map05323 4104 13 14 map05323
##   nt       padj         pval
## 1  2 0.01155213 0.0004788439
## 2  2 0.04106870 0.0102671761
## 3  2 0.01387911 0.0019827299
## 4  2 0.01600369 0.0028578011
## 5  2 0.02973819 0.0063724699
## 6  2 0.01177920 0.0012620575
## 7  2 0.04220208 0.0120577373
## 8  2 0.01155213 0.0008251521
## 
## $ko_pathway
##                                               def       id    m mt n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03018 map03018 4104 55 2 map03018
## 2 https://www.kegg.jp/dbget-bin/www_bget?map04144 map04144 4104 74 2 map04144
##   nt       padj       pval
## 1  1 0.03574157 0.02662674
## 2  1 0.03574157 0.03574157
## 
## $ko_pathway
##                                               def       id    m  mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00660 map00660 4104   5 29 map00660
## 2 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 29 map03010
## 3 https://www.kegg.jp/dbget-bin/www_bget?map00290 map00290 4104  10 29 map00290
##   nt         padj         pval
## 1  2 1.070784e-02 4.759042e-04
## 2  9 1.736425e-06 3.858723e-08
## 3  2 3.142617e-02 2.095078e-03
## 
## $ko_pathway
##                                               def       id    m mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00300 map00300 4104 11 14 map00300
##   nt       padj         pval
## 1  2 0.03271032 0.0005841128
## 
## $ko_pathway
##                                               def       id    m mt n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03008 map03008 4104 69 2 map03008
## 2 https://www.kegg.jp/dbget-bin/www_bget?map00970 map00970 4104 26 2 map00970
##   nt       padj       pval
## 1  1 0.03334709 0.03334709
## 2  1 0.02526393 0.01263196
## 
## $ko_pathway
##                                               def       id    m  mt n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00250 map00250 4104  30 4 map00250
## 2 https://www.kegg.jp/dbget-bin/www_bget?map00310 map00310 4104  25 4 map00310
## 3 https://www.kegg.jp/dbget-bin/www_bget?map00100 map00100 4104  19 4 map00100
## 4 https://www.kegg.jp/dbget-bin/www_bget?map00300 map00300 4104  11 4 map00300
## 5 https://www.kegg.jp/dbget-bin/www_bget?map01110 map01110 4104 301 4 map01110
## 6 https://www.kegg.jp/dbget-bin/www_bget?map01130 map01130 4104 220 4 map01130
##   nt        padj         pval
## 1  1 0.048218624 0.0289311745
## 2  1 0.048218624 0.0241534768
## 3  1 0.045992482 0.0183969928
## 4  1 0.035607032 0.0106821095
## 5  3 0.007391736 0.0014783472
## 6  3 0.005841068 0.0005841068
## 
## $ko_pathway
##                                               def       id    m  mt   n
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00230 map00230 4104  52 110
## 2 https://www.kegg.jp/dbget-bin/www_bget?map01130 map01130 4104 220 110
##       name nt        padj         pval
## 1 map00230  8 0.009310594 5.819121e-05
## 2 map01130 16 0.016536925 2.067116e-04
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m mt n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00020 map00020 4104 21 7 map00020
##   nt        padj         pval
## 1  2 0.007220625 0.0005157589
## 
## $ko_pathway
##                                               def       id    m mt n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00730 map00730 4104 14 2 map00730
##   nt       padj        pval
## 1  1 0.04087082 0.006811804
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00250 map00250 4104 30 17 map00250
## 2 https://www.kegg.jp/dbget-bin/www_bget?map02020 map02020 4104 19 17 map02020
## 3 https://www.kegg.jp/dbget-bin/www_bget?map04612 map04612 4104 11 17 map04612
##   nt       padj         pval
## 1  3 0.01118876 0.0002237752
## 2  2 0.04416745 0.0026500471
## 3  2 0.02172837 0.0008691349
## 
## $ko_pathway
##                                               def       id    m mt n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00900 map00900 4104 20 2 map00900
##   nt       padj        pval
## 1  1 0.04862011 0.009724022
## 
## $ko_pathway
##                                               def       id    m mt n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00760 map00760 4104 18 4 map00760
## 2 https://www.kegg.jp/dbget-bin/www_bget?map04211 map04211 4104 19 4 map04211
## 3 https://www.kegg.jp/dbget-bin/www_bget?map04213 map04213 4104 22 4 map04213
## 4 https://www.kegg.jp/dbget-bin/www_bget?map04136 map04136 4104 23 4 map04136
## 5 https://www.kegg.jp/dbget-bin/www_bget?map04621 map04621 4104 21 4 map04621
## 6 https://www.kegg.jp/dbget-bin/www_bget?map04137 map04137 4104 19 4 map04137
## 7 https://www.kegg.jp/dbget-bin/www_bget?map04216 map04216 4104  9 4 map04216
## 8 https://www.kegg.jp/dbget-bin/www_bget?map04622 map04622 4104  9 4 map04622
## 9 https://www.kegg.jp/dbget-bin/www_bget?map05131 map05131 4104 21 4 map05131
##   nt       padj        pval
## 1  1 0.04447494 0.017435108
## 2  1 0.04447494 0.018396993
## 3  1 0.04447494 0.021278409
## 4  1 0.04447494 0.022237470
## 5  1 0.04447494 0.020318643
## 6  1 0.04447494 0.018396993
## 7  1 0.04447494 0.008746304
## 8  1 0.04447494 0.008746304
## 9  1 0.04447494 0.020318643
## 
## $ko_pathway
##                                                def       id    m  mt n     name
## 1  https://www.kegg.jp/dbget-bin/www_bget?map00650 map00650 4104  18 6 map00650
## 2  https://www.kegg.jp/dbget-bin/www_bget?map00072 map00072 4104   5 6 map00072
## 3  https://www.kegg.jp/dbget-bin/www_bget?map04020 map04020 4104  14 6 map04020
## 4  https://www.kegg.jp/dbget-bin/www_bget?map01110 map01110 4104 301 6 map01110
## 5  https://www.kegg.jp/dbget-bin/www_bget?map01130 map01130 4104 220 6 map01130
## 6  https://www.kegg.jp/dbget-bin/www_bget?map00900 map00900 4104  20 6 map00900
## 7  https://www.kegg.jp/dbget-bin/www_bget?map01100 map01100 4104 914 6 map01100
## 8  https://www.kegg.jp/dbget-bin/www_bget?map04976 map04976 4104   8 6 map04976
## 9  https://www.kegg.jp/dbget-bin/www_bget?map04972 map04972 4104  10 6 map04972
## 10 https://www.kegg.jp/dbget-bin/www_bget?map04022 map04022 4104  19 6 map04022
## 11 https://www.kegg.jp/dbget-bin/www_bget?map00910 map00910 4104  16 6 map00910
## 12 https://www.kegg.jp/dbget-bin/www_bget?map00770 map00770 4104  18 6 map00770
##    nt        padj         pval
## 1   1 0.043501769 0.0260446171
## 2   1 0.034637678 0.0072921428
## 3   1 0.043501769 0.0203063410
## 4   3 0.034637678 0.0066121997
## 5   3 0.025594777 0.0026941871
## 6   2 0.006356698 0.0003345631
## 7   4 0.043501769 0.0248805060
## 8   1 0.043501769 0.0116461186
## 9   1 0.043501769 0.0145399188
## 10  1 0.043501769 0.0274748012
## 11  1 0.043501769 0.0231789904
## 12  1 0.043501769 0.0260446171
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m  mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00900 map00900 4104  20 11 map00900
## 2 https://www.kegg.jp/dbget-bin/www_bget?map00232 map00232 4104   2 11 map00232
## 3 https://www.kegg.jp/dbget-bin/www_bget?map00280 map00280 4104  27 11 map00280
## 4 https://www.kegg.jp/dbget-bin/www_bget?map01100 map01100 4104 914 11 map01100
## 5 https://www.kegg.jp/dbget-bin/www_bget?map00072 map00072 4104   5 11 map00072
##   nt       padj        pval
## 1  2 0.01878960 0.001208912
## 2  1 0.02275489 0.005354091
## 3  2 0.01878960 0.002210541
## 4  7 0.02120907 0.003742776
## 5  1 0.04534368 0.013336377
fertilised.res.enr <- getDEenrichment(fertilised.res.filter, background)
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m  mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04216 map04216 4104   9 43 map04216
## 2 https://www.kegg.jp/dbget-bin/www_bget?map01130 map01130 4104 220 43 map01130
## 3 https://www.kegg.jp/dbget-bin/www_bget?map01100 map01100 4104 914 43 map01100
## 4 https://www.kegg.jp/dbget-bin/www_bget?map04217 map04217 4104  24 43 map04217
## 5 https://www.kegg.jp/dbget-bin/www_bget?map00260 map00260 4104  39 43 map00260
## 6 https://www.kegg.jp/dbget-bin/www_bget?map00500 map00500 4104  32 43 map00500
## 7 https://www.kegg.jp/dbget-bin/www_bget?map00040 map00040 4104  20 43 map00040
## 8 https://www.kegg.jp/dbget-bin/www_bget?map00051 map00051 4104  31 43 map00051
## 9 https://www.kegg.jp/dbget-bin/www_bget?map01110 map01110 4104 301 43 map01110
##   nt         padj         pval
## 1  2 0.0301096071 3.684909e-03
## 2  9 0.0111401756 3.536564e-04
## 3 23 0.0004495926 7.136390e-06
## 4  3 0.0195361687 1.860587e-03
## 5  4 0.0132448173 6.586333e-04
## 6  3 0.0301096071 4.301372e-03
## 7  3 0.0135955531 1.079012e-03
## 8  3 0.0301096071 3.926591e-03
## 9 10 0.0132448173 8.409408e-04
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04068 map04068 4104 22 26 map04068
##   nt       padj         pval
## 1  3 0.02825333 0.0003210606
## 
## $ko_pathway
##                                               def       id    m  mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map01100 map01100 4104 914 36 map01100
##   nt        padj         pval
## 1 19 0.003822103 5.791065e-05
## 
## $ko_pathway
##                                               def       id    m mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00591 map00591 4104  6 29 map00591
## 2 https://www.kegg.jp/dbget-bin/www_bget?map00260 map00260 4104 39 29 map00260
## 3 https://www.kegg.jp/dbget-bin/www_bget?map00430 map00430 4104  7 29 map00430
##   nt       padj         pval
## 1  2 0.02377580 0.0007107273
## 2  3 0.03910977 0.0024443608
## 3  2 0.02377580 0.0009906584
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04213 map04213 4104 22 31 map04213
##   nt       padj         pval
## 1  3 0.03818482 0.0005454975
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m  mt   n
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 141
## 2 https://www.kegg.jp/dbget-bin/www_bget?map04216 map04216 4104   9 141
##       name nt         padj         pval
## 1 map03010 23 1.879880e-10 1.261664e-12
## 2 map04216  4 1.096099e-02 1.471274e-04
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                                def       id    m mt   n
## 1  https://www.kegg.jp/dbget-bin/www_bget?map05132 map05132 4104 19 269
## 2  https://www.kegg.jp/dbget-bin/www_bget?map05110 map05110 4104 20 269
## 3  https://www.kegg.jp/dbget-bin/www_bget?map04380 map04380 4104 10 269
## 4  https://www.kegg.jp/dbget-bin/www_bget?map04010 map04010 4104 31 269
## 5  https://www.kegg.jp/dbget-bin/www_bget?map04658 map04658 4104  5 269
## 6  https://www.kegg.jp/dbget-bin/www_bget?map03050 map03050 4104 37 269
## 7  https://www.kegg.jp/dbget-bin/www_bget?map04370 map04370 4104 15 269
## 8  https://www.kegg.jp/dbget-bin/www_bget?map05120 map05120 4104 16 269
## 9  https://www.kegg.jp/dbget-bin/www_bget?map05323 map05323 4104 13 269
## 10 https://www.kegg.jp/dbget-bin/www_bget?map05152 map05152 4104 27 269
## 11 https://www.kegg.jp/dbget-bin/www_bget?map04013 map04013 4104 20 269
## 12 https://www.kegg.jp/dbget-bin/www_bget?map04145 map04145 4104 36 269
## 13 https://www.kegg.jp/dbget-bin/www_bget?map05131 map05131 4104 21 269
## 14 https://www.kegg.jp/dbget-bin/www_bget?map05322 map05322 4104  8 269
## 15 https://www.kegg.jp/dbget-bin/www_bget?map04144 map04144 4104 74 269
## 16 https://www.kegg.jp/dbget-bin/www_bget?map04966 map04966 4104 10 269
## 17 https://www.kegg.jp/dbget-bin/www_bget?map04310 map04310 4104 22 269
##        name nt         padj         pval
## 1  map05132  7 4.018068e-03 1.222890e-04
## 2  map05110  7 5.109130e-03 1.777089e-04
## 3  map04380  4 3.974810e-02 2.765085e-03
## 4  map04010  7 4.370939e-02 3.230694e-03
## 5  map04658  3 3.974810e-02 2.522603e-03
## 6  map03050 14 6.933776e-06 3.014685e-08
## 7  map04370  5 3.588659e-02 2.028373e-03
## 8  map05120  8 1.912915e-04 2.495107e-06
## 9  map05323  5 2.229418e-02 9.693120e-04
## 10 map05152  7 2.621512e-02 1.367745e-03
## 11 map04013  6 2.621512e-02 1.328251e-03
## 12 map04145 12 1.715277e-04 1.491545e-06
## 13 map05131  8 1.358127e-03 2.952451e-05
## 14 map05322  5 2.125900e-03 5.545826e-05
## 15 map04144 16 9.043658e-04 1.572810e-05
## 16 map04966  4 3.974810e-02 2.765085e-03
## 17 map04310  7 8.915669e-03 3.488740e-04
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                                def       id    m  mt   n
## 1  https://www.kegg.jp/dbget-bin/www_bget?map04391 map04391 4104  11 473
## 2  https://www.kegg.jp/dbget-bin/www_bget?map04390 map04390 4104  16 473
## 3  https://www.kegg.jp/dbget-bin/www_bget?map00020 map00020 4104  21 473
## 4  https://www.kegg.jp/dbget-bin/www_bget?map05120 map05120 4104  16 473
## 5  https://www.kegg.jp/dbget-bin/www_bget?map01130 map01130 4104 220 473
## 6  https://www.kegg.jp/dbget-bin/www_bget?map05323 map05323 4104  13 473
## 7  https://www.kegg.jp/dbget-bin/www_bget?map01100 map01100 4104 914 473
## 8  https://www.kegg.jp/dbget-bin/www_bget?map00010 map00010 4104  32 473
## 9  https://www.kegg.jp/dbget-bin/www_bget?map05110 map05110 4104  20 473
## 10 https://www.kegg.jp/dbget-bin/www_bget?map00740 map00740 4104  11 473
## 11 https://www.kegg.jp/dbget-bin/www_bget?map05322 map05322 4104   8 473
## 12 https://www.kegg.jp/dbget-bin/www_bget?map00500 map00500 4104  32 473
## 13 https://www.kegg.jp/dbget-bin/www_bget?map05012 map05012 4104  64 473
## 14 https://www.kegg.jp/dbget-bin/www_bget?map01230 map01230 4104 103 473
## 15 https://www.kegg.jp/dbget-bin/www_bget?map01110 map01110 4104 301 473
## 16 https://www.kegg.jp/dbget-bin/www_bget?map05165 map05165 4104  50 473
## 17 https://www.kegg.jp/dbget-bin/www_bget?map04966 map04966 4104  10 473
## 18 https://www.kegg.jp/dbget-bin/www_bget?map04721 map04721 4104  24 473
## 19 https://www.kegg.jp/dbget-bin/www_bget?map04145 map04145 4104  36 473
## 20 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 473
## 21 https://www.kegg.jp/dbget-bin/www_bget?map05010 map05010 4104  62 473
## 22 https://www.kegg.jp/dbget-bin/www_bget?map04932 map04932 4104  51 473
## 23 https://www.kegg.jp/dbget-bin/www_bget?map00190 map00190 4104  77 473
## 24 https://www.kegg.jp/dbget-bin/www_bget?map04152 map04152 4104  32 473
## 25 https://www.kegg.jp/dbget-bin/www_bget?map01200 map01200 4104  87 473
## 26 https://www.kegg.jp/dbget-bin/www_bget?map03050 map03050 4104  37 473
## 27 https://www.kegg.jp/dbget-bin/www_bget?map05016 map05016 4104  76 473
## 28 https://www.kegg.jp/dbget-bin/www_bget?map00052 map00052 4104  17 473
##        name  nt         padj         pval
## 1  map04391   5 4.884303e-02 5.084033e-03
## 2  map04390   7 1.647814e-02 1.163883e-03
## 3  map00020   8 2.050877e-02 1.524816e-03
## 4  map05120   7 1.647814e-02 1.163883e-03
## 5  map01130  50 6.174569e-05 9.181515e-07
## 6  map05323   7 4.897551e-03 2.381893e-04
## 7  map01100 148 6.174569e-05 8.313572e-07
## 8  map00010  10 2.582951e-02 2.304491e-03
## 9  map05110   9 4.244757e-03 1.735774e-04
## 10 map00740   5 4.884303e-02 5.084033e-03
## 11 map05322   5 1.486239e-02 8.287580e-04
## 12 map00500  14 1.782898e-04 3.976723e-06
## 13 map05012  18 4.701824e-03 2.097468e-04
## 14 map01230  26 2.007833e-03 6.717658e-05
## 15 map01110  62 8.800766e-05 1.635830e-06
## 16 map05165  14 1.647814e-02 1.104483e-03
## 17 map04966   7 7.654430e-04 2.276410e-05
## 18 map04721   9 1.486311e-02 8.840511e-04
## 19 map04145  11 2.182166e-02 1.723585e-03
## 20 map03010  44 3.820664e-12 1.420321e-14
## 21 map05010  18 3.612565e-03 1.342961e-04
## 22 map04932  13 4.244762e-02 4.102744e-03
## 23 map00190  23 3.641378e-04 9.475706e-06
## 24 map04152  10 2.582951e-02 2.304491e-03
## 25 map01200  19 4.244762e-02 3.963122e-03
## 26 map03050  17 1.999162e-05 1.486365e-07
## 27 map05016  20 4.897551e-03 2.548912e-04
## 28 map00052   7 2.182166e-02 1.784671e-03
## 
## $ko_pathway
##                                               def       id    m mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04122 map04122 4104 11 60 map04122
##   nt      padj         pval
## 1  3 0.0302234 0.0004510955
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03450 map03450 4104 10 42 map03450
##   nt       padj         pval
## 1  3 0.01024402 0.0001138225
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m  mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04142 map04142 4104  34 11 map04142
## 2 https://www.kegg.jp/dbget-bin/www_bget?map01100 map01100 4104 914 11 map01100
## 3 https://www.kegg.jp/dbget-bin/www_bget?map00270 map00270 4104  40 11 map00270
## 4 https://www.kegg.jp/dbget-bin/www_bget?map00520 map00520 4104  37 11 map00520
## 5 https://www.kegg.jp/dbget-bin/www_bget?map00603 map00603 4104   2 11 map00603
##   nt       padj         pval
## 1  2 0.02784127 0.0034970721
## 2  8 0.01317296 0.0005066522
## 3  2 0.02784127 0.0048197271
## 4  2 0.02784127 0.0041334149
## 5  1 0.02784127 0.0053540912
## 
## $ko_pathway
##                                                def       id    m mt n     name
## 1  https://www.kegg.jp/dbget-bin/www_bget?map05031 map05031 4104 11 5 map05031
## 2  https://www.kegg.jp/dbget-bin/www_bget?map04728 map04728 4104 23 5 map04728
## 3  https://www.kegg.jp/dbget-bin/www_bget?map04726 map04726 4104 18 5 map04726
## 4  https://www.kegg.jp/dbget-bin/www_bget?map03030 map03030 4104 32 5 map03030
## 5  https://www.kegg.jp/dbget-bin/www_bget?map00561 map00561 4104 26 5 map00561
## 6  https://www.kegg.jp/dbget-bin/www_bget?map00950 map00950 4104  9 5 map00950
## 7  https://www.kegg.jp/dbget-bin/www_bget?map05034 map05034 4104 27 5 map05034
## 8  https://www.kegg.jp/dbget-bin/www_bget?map00350 map00350 4104 23 5 map00350
## 9  https://www.kegg.jp/dbget-bin/www_bget?map00380 map00380 4104 29 5 map00380
## 10 https://www.kegg.jp/dbget-bin/www_bget?map05030 map05030 4104  7 5 map05030
## 11 https://www.kegg.jp/dbget-bin/www_bget?map00901 map00901 4104  5 5 map00901
## 12 https://www.kegg.jp/dbget-bin/www_bget?map00360 map00360 4104 18 5 map00360
## 13 https://www.kegg.jp/dbget-bin/www_bget?map00965 map00965 4104  4 5 map00965
##    nt       padj        pval
## 1   1 0.04267641 0.013336377
## 2   1 0.04646977 0.027722479
## 3   1 0.04646977 0.021748808
## 4   1 0.04726342 0.038401529
## 5   1 0.04646977 0.031292650
## 6   1 0.04267641 0.010922227
## 7   1 0.04646977 0.032480374
## 8   1 0.04646977 0.027722479
## 9   1 0.04646977 0.034852326
## 10  1 0.04267641 0.008503353
## 11  1 0.04267641 0.006079749
## 12  1 0.04646977 0.021748808
## 13  1 0.04267641 0.004866171
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m  mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 56 map03010
##   nt         padj         pval
## 1 28 1.114966e-28 1.922355e-30
## 
## $ko_pathway
##                                                def       id    m  mt   n
## 1  https://www.kegg.jp/dbget-bin/www_bget?map04966 map04966 4104  10 249
## 2  https://www.kegg.jp/dbget-bin/www_bget?map04145 map04145 4104  36 249
## 3  https://www.kegg.jp/dbget-bin/www_bget?map04141 map04141 4104  81 249
## 4  https://www.kegg.jp/dbget-bin/www_bget?map01110 map01110 4104 301 249
## 5  https://www.kegg.jp/dbget-bin/www_bget?map00190 map00190 4104  77 249
## 6  https://www.kegg.jp/dbget-bin/www_bget?map00020 map00020 4104  21 249
## 7  https://www.kegg.jp/dbget-bin/www_bget?map05152 map05152 4104  27 249
## 8  https://www.kegg.jp/dbget-bin/www_bget?map01130 map01130 4104 220 249
## 9  https://www.kegg.jp/dbget-bin/www_bget?map05110 map05110 4104  20 249
## 10 https://www.kegg.jp/dbget-bin/www_bget?map05120 map05120 4104  16 249
##        name nt        padj         pval
## 1  map04966  4 0.048378092 2.076313e-03
## 2  map04145 10 0.004103183 3.522045e-05
## 3  map04141 13 0.039127132 1.009333e-03
## 4  map01110 38 0.001684627 7.230161e-06
## 5  map00190 12 0.048378092 2.037601e-03
## 6  map00020  6 0.039127132 1.175493e-03
## 7  map05152  7 0.039127132 8.647272e-04
## 8  map01130 26 0.039127132 6.560781e-04
## 9  map05110  6 0.039127132 8.839453e-04
## 10 map05120  5 0.048378092 1.983177e-03
## 
## $ko_pathway
##                                               def       id    m mt   n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04110 map04110 4104 53 277 map04110
## 2 https://www.kegg.jp/dbget-bin/www_bget?map04914 map04914 4104 25 277 map04914
##   nt        padj         pval
## 1 13 0.005353875 3.304861e-05
## 2  8 0.012402125 1.531127e-04
combined.res.enr <- getDEenrichment(combined.res.filter, background)
## $ko_pathway
##                                               def       id    m mt n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04392 map04392 4104  9 2 map04392
## 2 https://www.kegg.jp/dbget-bin/www_bget?map00020 map00020 4104 21 2 map00020
##   nt       padj        pval
## 1  1 0.03505351 0.004381689
## 2  1 0.04083590 0.010208976
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                                def       id    m  mt  n
## 1  https://www.kegg.jp/dbget-bin/www_bget?map04721 map04721 4104  24 46
## 2  https://www.kegg.jp/dbget-bin/www_bget?map05145 map05145 4104  12 46
## 3  https://www.kegg.jp/dbget-bin/www_bget?map05142 map05142 4104   9 46
## 4  https://www.kegg.jp/dbget-bin/www_bget?map05140 map05140 4104   6 46
## 5  https://www.kegg.jp/dbget-bin/www_bget?map05133 map05133 4104   8 46
## 6  https://www.kegg.jp/dbget-bin/www_bget?map05131 map05131 4104  21 46
## 7  https://www.kegg.jp/dbget-bin/www_bget?map05120 map05120 4104  16 46
## 8  https://www.kegg.jp/dbget-bin/www_bget?map05323 map05323 4104  13 46
## 9  https://www.kegg.jp/dbget-bin/www_bget?map04657 map04657 4104  11 46
## 10 https://www.kegg.jp/dbget-bin/www_bget?map04621 map04621 4104  21 46
## 11 https://www.kegg.jp/dbget-bin/www_bget?map04611 map04611 4104  20 46
## 12 https://www.kegg.jp/dbget-bin/www_bget?map04261 map04261 4104  15 46
## 13 https://www.kegg.jp/dbget-bin/www_bget?map04668 map04668 4104  11 46
## 14 https://www.kegg.jp/dbget-bin/www_bget?map05231 map05231 4104  19 46
## 15 https://www.kegg.jp/dbget-bin/www_bget?map05230 map05230 4104  17 46
## 16 https://www.kegg.jp/dbget-bin/www_bget?map05226 map05226 4104  15 46
## 17 https://www.kegg.jp/dbget-bin/www_bget?map05224 map05224 4104  13 46
## 18 https://www.kegg.jp/dbget-bin/www_bget?map05223 map05223 4104  10 46
## 19 https://www.kegg.jp/dbget-bin/www_bget?map05221 map05221 4104   8 46
## 20 https://www.kegg.jp/dbget-bin/www_bget?map04068 map04068 4104  22 46
## 21 https://www.kegg.jp/dbget-bin/www_bget?map04012 map04012 4104  12 46
## 22 https://www.kegg.jp/dbget-bin/www_bget?map05166 map05166 4104  46 46
## 23 https://www.kegg.jp/dbget-bin/www_bget?map05163 map05163 4104  30 46
## 24 https://www.kegg.jp/dbget-bin/www_bget?map04960 map04960 4104   6 46
## 25 https://www.kegg.jp/dbget-bin/www_bget?map05014 map05014 4104  11 46
## 26 https://www.kegg.jp/dbget-bin/www_bget?map04921 map04921 4104  23 46
## 27 https://www.kegg.jp/dbget-bin/www_bget?map01521 map01521 4104  15 46
## 28 https://www.kegg.jp/dbget-bin/www_bget?map04933 map04933 4104  15 46
## 29 https://www.kegg.jp/dbget-bin/www_bget?map04660 map04660 4104  14 46
## 30 https://www.kegg.jp/dbget-bin/www_bget?map04140 map04140 4104  46 46
## 31 https://www.kegg.jp/dbget-bin/www_bget?map04013 map04013 4104  20 46
## 32 https://www.kegg.jp/dbget-bin/www_bget?map04966 map04966 4104  10 46
## 33 https://www.kegg.jp/dbget-bin/www_bget?map04659 map04659 4104   6 46
## 34 https://www.kegg.jp/dbget-bin/www_bget?map04730 map04730 4104  12 46
## 35 https://www.kegg.jp/dbget-bin/www_bget?map05212 map05212 4104  14 46
## 36 https://www.kegg.jp/dbget-bin/www_bget?map04014 map04014 4104  29 46
## 37 https://www.kegg.jp/dbget-bin/www_bget?map04658 map04658 4104   5 46
## 38 https://www.kegg.jp/dbget-bin/www_bget?map04145 map04145 4104  36 46
## 39 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 46
## 40 https://www.kegg.jp/dbget-bin/www_bget?map05170 map05170 4104  39 46
## 41 https://www.kegg.jp/dbget-bin/www_bget?map04724 map04724 4104  12 46
## 42 https://www.kegg.jp/dbget-bin/www_bget?map01522 map01522 4104  10 46
## 43 https://www.kegg.jp/dbget-bin/www_bget?map04915 map04915 4104  14 46
## 44 https://www.kegg.jp/dbget-bin/www_bget?map04720 map04720 4104  12 46
## 45 https://www.kegg.jp/dbget-bin/www_bget?map04071 map04071 4104  32 46
## 46 https://www.kegg.jp/dbget-bin/www_bget?map04662 map04662 4104  10 46
## 47 https://www.kegg.jp/dbget-bin/www_bget?map05211 map05211 4104  14 46
## 48 https://www.kegg.jp/dbget-bin/www_bget?map05110 map05110 4104  20 46
## 49 https://www.kegg.jp/dbget-bin/www_bget?map04625 map04625 4104  12 46
## 50 https://www.kegg.jp/dbget-bin/www_bget?map04914 map04914 4104  25 46
## 51 https://www.kegg.jp/dbget-bin/www_bget?map04725 map04725 4104  12 46
## 52 https://www.kegg.jp/dbget-bin/www_bget?map04912 map04912 4104  13 46
## 53 https://www.kegg.jp/dbget-bin/www_bget?map04010 map04010 4104  31 46
## 54 https://www.kegg.jp/dbget-bin/www_bget?map04218 map04218 4104  31 46
## 55 https://www.kegg.jp/dbget-bin/www_bget?map04062 map04062 4104  23 46
## 56 https://www.kegg.jp/dbget-bin/www_bget?map05167 map05167 4104  22 46
## 57 https://www.kegg.jp/dbget-bin/www_bget?map05132 map05132 4104  19 46
## 58 https://www.kegg.jp/dbget-bin/www_bget?map04370 map04370 4104  15 46
## 59 https://www.kegg.jp/dbget-bin/www_bget?map04371 map04371 4104  21 46
## 60 https://www.kegg.jp/dbget-bin/www_bget?map05152 map05152 4104  27 46
## 61 https://www.kegg.jp/dbget-bin/www_bget?map05219 map05219 4104   5 46
## 62 https://www.kegg.jp/dbget-bin/www_bget?map04360 map04360 4104  19 46
## 63 https://www.kegg.jp/dbget-bin/www_bget?map04072 map04072 4104  17 46
## 64 https://www.kegg.jp/dbget-bin/www_bget?map04380 map04380 4104  10 46
## 65 https://www.kegg.jp/dbget-bin/www_bget?map04620 map04620 4104   9 46
## 66 https://www.kegg.jp/dbget-bin/www_bget?map04320 map04320 4104   7 46
## 67 https://www.kegg.jp/dbget-bin/www_bget?map04150 map04150 4104  46 46
## 68 https://www.kegg.jp/dbget-bin/www_bget?map04214 map04214 4104  17 46
## 69 https://www.kegg.jp/dbget-bin/www_bget?map05161 map05161 4104  15 46
## 70 https://www.kegg.jp/dbget-bin/www_bget?map05216 map05216 4104   9 46
## 71 https://www.kegg.jp/dbget-bin/www_bget?map04540 map04540 4104  12 46
## 72 https://www.kegg.jp/dbget-bin/www_bget?map04550 map04550 4104  10 46
## 73 https://www.kegg.jp/dbget-bin/www_bget?map04664 map04664 4104  11 46
## 74 https://www.kegg.jp/dbget-bin/www_bget?map04015 map04015 4104  22 46
## 75 https://www.kegg.jp/dbget-bin/www_bget?map04722 map04722 4104  21 46
## 76 https://www.kegg.jp/dbget-bin/www_bget?map04650 map04650 4104  11 46
## 77 https://www.kegg.jp/dbget-bin/www_bget?map05218 map05218 4104   7 46
## 78 https://www.kegg.jp/dbget-bin/www_bget?map04916 map04916 4104  11 46
## 79 https://www.kegg.jp/dbget-bin/www_bget?map04917 map04917 4104   9 46
## 80 https://www.kegg.jp/dbget-bin/www_bget?map04926 map04926 4104  17 46
## 81 https://www.kegg.jp/dbget-bin/www_bget?map04210 map04210 4104  18 46
## 82 https://www.kegg.jp/dbget-bin/www_bget?map05205 map05205 4104  27 46
## 83 https://www.kegg.jp/dbget-bin/www_bget?map04022 map04022 4104  19 46
## 84 https://www.kegg.jp/dbget-bin/www_bget?map05210 map05210 4104  19 46
## 85 https://www.kegg.jp/dbget-bin/www_bget?map04726 map04726 4104  18 46
## 86 https://www.kegg.jp/dbget-bin/www_bget?map05213 map05213 4104  12 46
## 87 https://www.kegg.jp/dbget-bin/www_bget?map05214 map05214 4104  12 46
## 88 https://www.kegg.jp/dbget-bin/www_bget?map05165 map05165 4104  50 46
## 89 https://www.kegg.jp/dbget-bin/www_bget?map05215 map05215 4104  14 46
## 90 https://www.kegg.jp/dbget-bin/www_bget?map05220 map05220 4104   9 46
##        name nt         padj         pval
## 1  map04721  3 0.0090496662 2.262417e-03
## 2  map05145  2 0.0187689187 7.553345e-03
## 3  map05142  2 0.0132749942 4.209145e-03
## 4  map05140  2 0.0075349143 1.791839e-03
## 5  map05133  2 0.0115053167 3.297255e-03
## 6  map05131  2 0.0415437552 2.254509e-02
## 7  map05120  4 0.0006034086 2.279910e-05
## 8  map05323  3 0.0021984656 3.485372e-04
## 9  map04657  2 0.0179254596 6.339492e-03
## 10 map04621  2 0.0415437552 2.254509e-02
## 11 map04611  2 0.0391748206 2.054289e-02
## 12 map04261  2 0.0257212506 1.176277e-02
## 13 map04668  2 0.0179254596 6.339492e-03
## 14 map05231  2 0.0359258298 1.862009e-02
## 15 map05230  2 0.0311820012 1.502060e-02
## 16 map05226  2 0.0257212506 1.176277e-02
## 17 map05224  2 0.0213762193 8.863310e-03
## 18 map05223  2 0.0158654722 5.223997e-03
## 19 map05221  2 0.0115053167 3.297255e-03
## 20 map04068  3 0.0075349143 1.748613e-03
## 21 map04012  2 0.0187689187 7.553345e-03
## 22 map05166  3 0.0304370792 1.429058e-02
## 23 map05163  4 0.0021984656 3.060430e-04
## 24 map04960  2 0.0075349143 1.791839e-03
## 25 map05014  2 0.0179254596 6.339492e-03
## 26 map04921  3 0.0081803024 1.995196e-03
## 27 map01521  2 0.0257212506 1.176277e-02
## 28 map04933  3 0.0031970353 5.458353e-04
## 29 map04660  4 0.0005321646 1.274726e-05
## 30 map04140  3 0.0304370792 1.429058e-02
## 31 map04013  3 0.0063424753 1.314903e-03
## 32 map04966  3 0.0015347815 1.497348e-04
## 33 map04659  3 0.0006034086 2.575524e-05
## 34 map04730  2 0.0187689187 7.553345e-03
## 35 map05212  2 0.0233863456 1.026718e-02
## 36 map04014  3 0.0132749942 3.927579e-03
## 37 map04658  3 0.0005321646 1.297962e-05
## 38 map04145  4 0.0035416249 6.262629e-04
## 39 map03010  5 0.0190401111 7.778582e-03
## 40 map05170  5 0.0011181095 6.135967e-05
## 41 map04724  2 0.0187689187 7.553345e-03
## 42 map01522  3 0.0015347815 1.497348e-04
## 43 map04915  2 0.0233863456 1.026718e-02
## 44 map04720  3 0.0021103215 2.702241e-04
## 45 map04071  3 0.0158654722 5.207747e-03
## 46 map04662  3 0.0015347815 1.497348e-04
## 47 map05211  2 0.0233863456 1.026718e-02
## 48 map05110  4 0.0011181095 5.873182e-05
## 49 map04625  4 0.0005321646 6.408062e-06
## 50 map04914  3 0.0095077430 2.550858e-03
## 51 map04725  2 0.0187689187 7.553345e-03
## 52 map04912  3 0.0021984656 3.485372e-04
## 53 map04010  4 0.0021984656 3.485146e-04
## 54 map04218  4 0.0021984656 3.485146e-04
## 55 map04062  2 0.0487989801 2.677993e-02
## 56 map05167  4 0.0014305661 8.722964e-05
## 57 map05132  2 0.0359258298 1.862009e-02
## 58 map04370  4 0.0005654846 1.724038e-05
## 59 map04371  2 0.0415437552 2.254509e-02
## 60 map05152  4 0.0016889605 2.008685e-04
## 61 map05219  2 0.0059792644 1.203145e-03
## 62 map04360  3 0.0057731981 1.126478e-03
## 63 map04072  3 0.0042482803 8.030286e-04
## 64 map04380  3 0.0015347815 1.497348e-04
## 65 map04620  2 0.0132749942 4.209145e-03
## 66 map04320  2 0.0094993686 2.490688e-03
## 67 map04150  6 0.0005321646 9.480172e-06
## 68 map04214  2 0.0311820012 1.502060e-02
## 69 map05161  3 0.0031970353 5.458353e-04
## 70 map05216  2 0.0132749942 4.209145e-03
## 71 map04540  2 0.0187689187 7.553345e-03
## 72 map04550  3 0.0015347815 1.497348e-04
## 73 map04664  3 0.0016889605 2.042701e-04
## 74 map04015  3 0.0075349143 1.748613e-03
## 75 map04722  3 0.0071319430 1.522061e-03
## 76 map04650  3 0.0016889605 2.042701e-04
## 77 map05218  2 0.0094993686 2.490688e-03
## 78 map04916  2 0.0179254596 6.339492e-03
## 79 map04917  3 0.0015347815 1.056434e-04
## 80 map04926  3 0.0042482803 8.030286e-04
## 81 map04210  2 0.0339716106 1.677866e-02
## 82 map05205  3 0.0115053167 3.193602e-03
## 83 map04022  2 0.0359258298 1.862009e-02
## 84 map05210  2 0.0359258298 1.862009e-02
## 85 map04726  2 0.0339716106 1.677866e-02
## 86 map05213  2 0.0187689187 7.553345e-03
## 87 map05214  2 0.0187689187 7.553345e-03
## 88 map05165  5 0.0016889605 2.059708e-04
## 89 map05215  2 0.0233863456 1.026718e-02
## 90 map05220  2 0.0132749942 4.209145e-03
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                                def       id    m mt  n     name
## 1  https://www.kegg.jp/dbget-bin/www_bget?map04972 map04972 4104 10 49 map04972
## 2  https://www.kegg.jp/dbget-bin/www_bget?map04961 map04961 4104  9 49 map04961
## 3  https://www.kegg.jp/dbget-bin/www_bget?map04144 map04144 4104 74 49 map04144
## 4  https://www.kegg.jp/dbget-bin/www_bget?map05164 map05164 4104 27 49 map05164
## 5  https://www.kegg.jp/dbget-bin/www_bget?map04670 map04670 4104 14 49 map04670
## 6  https://www.kegg.jp/dbget-bin/www_bget?map05142 map05142 4104  9 49 map05142
## 7  https://www.kegg.jp/dbget-bin/www_bget?map04620 map04620 4104  9 49 map04620
## 8  https://www.kegg.jp/dbget-bin/www_bget?map04270 map04270 4104 11 49 map04270
## 9  https://www.kegg.jp/dbget-bin/www_bget?map04071 map04071 4104 32 49 map04071
## 10 https://www.kegg.jp/dbget-bin/www_bget?map05203 map05203 4104 43 49 map05203
## 11 https://www.kegg.jp/dbget-bin/www_bget?map04660 map04660 4104 14 49 map04660
## 12 https://www.kegg.jp/dbget-bin/www_bget?map04350 map04350 4104  9 49 map04350
## 13 https://www.kegg.jp/dbget-bin/www_bget?map05161 map05161 4104 15 49 map05161
## 14 https://www.kegg.jp/dbget-bin/www_bget?map04011 map04011 4104 69 49 map04011
## 15 https://www.kegg.jp/dbget-bin/www_bget?map04261 map04261 4104 15 49 map04261
## 16 https://www.kegg.jp/dbget-bin/www_bget?map05132 map05132 4104 19 49 map05132
## 17 https://www.kegg.jp/dbget-bin/www_bget?map04668 map04668 4104 11 49 map04668
## 18 https://www.kegg.jp/dbget-bin/www_bget?map05152 map05152 4104 27 49 map05152
## 19 https://www.kegg.jp/dbget-bin/www_bget?map00190 map00190 4104 77 49 map00190
## 20 https://www.kegg.jp/dbget-bin/www_bget?map04722 map04722 4104 21 49 map04722
## 21 https://www.kegg.jp/dbget-bin/www_bget?map04962 map04962 4104 14 49 map04962
## 22 https://www.kegg.jp/dbget-bin/www_bget?map04015 map04015 4104 22 49 map04015
## 23 https://www.kegg.jp/dbget-bin/www_bget?map05140 map05140 4104  6 49 map05140
## 24 https://www.kegg.jp/dbget-bin/www_bget?map03050 map03050 4104 37 49 map03050
## 25 https://www.kegg.jp/dbget-bin/www_bget?map04912 map04912 4104 13 49 map04912
## 26 https://www.kegg.jp/dbget-bin/www_bget?map05163 map05163 4104 30 49 map05163
## 27 https://www.kegg.jp/dbget-bin/www_bget?map04370 map04370 4104 15 49 map04370
## 28 https://www.kegg.jp/dbget-bin/www_bget?map04658 map04658 4104  5 49 map04658
## 29 https://www.kegg.jp/dbget-bin/www_bget?map04520 map04520 4104 12 49 map04520
## 30 https://www.kegg.jp/dbget-bin/www_bget?map04550 map04550 4104 10 49 map04550
## 31 https://www.kegg.jp/dbget-bin/www_bget?map05133 map05133 4104  8 49 map05133
## 32 https://www.kegg.jp/dbget-bin/www_bget?map04611 map04611 4104 20 49 map04611
## 33 https://www.kegg.jp/dbget-bin/www_bget?map04621 map04621 4104 21 49 map04621
## 34 https://www.kegg.jp/dbget-bin/www_bget?map04625 map04625 4104 12 49 map04625
## 35 https://www.kegg.jp/dbget-bin/www_bget?map04657 map04657 4104 11 49 map04657
## 36 https://www.kegg.jp/dbget-bin/www_bget?map04659 map04659 4104  6 49 map04659
## 37 https://www.kegg.jp/dbget-bin/www_bget?map04664 map04664 4104 11 49 map04664
## 38 https://www.kegg.jp/dbget-bin/www_bget?map04380 map04380 4104 10 49 map04380
## 39 https://www.kegg.jp/dbget-bin/www_bget?map04723 map04723 4104 37 49 map04723
## 40 https://www.kegg.jp/dbget-bin/www_bget?map01522 map01522 4104 10 49 map01522
## 41 https://www.kegg.jp/dbget-bin/www_bget?map05131 map05131 4104 21 49 map05131
## 42 https://www.kegg.jp/dbget-bin/www_bget?map05205 map05205 4104 27 49 map05205
## 43 https://www.kegg.jp/dbget-bin/www_bget?map04928 map04928 4104 10 49 map04928
## 44 https://www.kegg.jp/dbget-bin/www_bget?map04917 map04917 4104  9 49 map04917
## 45 https://www.kegg.jp/dbget-bin/www_bget?map04933 map04933 4104 15 49 map04933
## 46 https://www.kegg.jp/dbget-bin/www_bget?map04810 map04810 4104 30 49 map04810
## 47 https://www.kegg.jp/dbget-bin/www_bget?map05145 map05145 4104 12 49 map05145
##    nt        padj         pval
## 1   2 0.034095598 5.912532e-03
## 2   2 0.034095598 4.766232e-03
## 3   5 0.022709413 1.709701e-03
## 4   3 0.034095598 3.825512e-03
## 5   2 0.047772614 1.159798e-02
## 6   2 0.034095598 4.766232e-03
## 7   2 0.034095598 4.766232e-03
## 8   2 0.035448075 7.171576e-03
## 9   3 0.034719370 6.221390e-03
## 10  5 0.007776158 1.348467e-04
## 11  3 0.013121917 5.309446e-04
## 12  2 0.034095598 4.766232e-03
## 13  2 0.048885494 1.328103e-02
## 14  4 0.039964206 8.778265e-03
## 15  2 0.048885494 1.328103e-02
## 16  3 0.022709413 1.355245e-03
## 17  2 0.035448075 7.171576e-03
## 18  4 0.011128510 2.573066e-04
## 19  4 0.048885494 1.281780e-02
## 20  4 0.007776158 9.249959e-05
## 21  3 0.013121917 5.309446e-04
## 22  3 0.022709413 2.100293e-03
## 23  2 0.022709413 2.031959e-03
## 24  3 0.040429016 9.347749e-03
## 25  2 0.042266732 1.001697e-02
## 26  3 0.034095598 5.178338e-03
## 27  2 0.048885494 1.328103e-02
## 28  2 0.022709413 1.365042e-03
## 29  2 0.039933175 8.540621e-03
## 30  2 0.034095598 5.912532e-03
## 31  3 0.007776158 8.591865e-05
## 32  3 0.022709413 1.581075e-03
## 33  3 0.022709413 1.829171e-03
## 34  3 0.011291670 3.263489e-04
## 35  2 0.035448075 7.171576e-03
## 36  2 0.022709413 2.031959e-03
## 37  2 0.035448075 7.171576e-03
## 38  2 0.034095598 5.912532e-03
## 39  3 0.040429016 9.347749e-03
## 40  2 0.034095598 5.912532e-03
## 41  3 0.022709413 1.829171e-03
## 42  3 0.034095598 3.825512e-03
## 43  2 0.034095598 5.912532e-03
## 44  2 0.034095598 4.766232e-03
## 45  2 0.048885494 1.328103e-02
## 46  3 0.034095598 5.178338e-03
## 47  2 0.039933175 8.540621e-03
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m  mt   n
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 526
##       name nt         padj         pval
## 1 map03010 34 0.0001806124 5.921717e-07
## 
## $ko_pathway
##                                               def       id    m mt   n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04120 map04120 4104 57 523 map04120
##   nt         padj         pval
## 1 23 3.470379e-05 1.309577e-07
## 
## $ko_pathway
##                                               def       id    m  mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 72 map03010
##   nt         padj         pval
## 1 18 3.748328e-11 2.166664e-13
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m  mt   n
## 1 https://www.kegg.jp/dbget-bin/www_bget?map01130 map01130 4104 220 296
## 2 https://www.kegg.jp/dbget-bin/www_bget?map01100 map01100 4104 914 296
## 3 https://www.kegg.jp/dbget-bin/www_bget?map00290 map00290 4104  10 296
## 4 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 296
## 5 https://www.kegg.jp/dbget-bin/www_bget?map01110 map01110 4104 301 296
##       name nt         padj         pval
## 1 map01130 34 1.058386e-03 1.207284e-05
## 2 map01100 95 2.145563e-03 3.263213e-05
## 3 map00290  5 1.849854e-02 3.516833e-04
## 4 map03010 28 6.268560e-07 2.383483e-09
## 5 map01110 48 7.204311e-06 5.478564e-08
## 
## $ko_pathway
##                                               def       id    m mt   n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03013 map03013 4104 97 379 map03013
## 2 https://www.kegg.jp/dbget-bin/www_bget?map04120 map04120 4104 57 379 map04120
##   nt        padj         pval
## 1 23 0.001916483 1.503124e-05
## 2 17 0.001916483 7.922014e-06
## 
## $ko_pathway
##                                               def       id    m  mt   n
## 1 https://www.kegg.jp/dbget-bin/www_bget?map01100 map01100 4104 914 784
## 2 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 784
## 3 https://www.kegg.jp/dbget-bin/www_bget?map00040 map00040 4104  20 784
##       name  nt         padj         pval
## 1 map01100 213 3.138580e-02 1.868202e-04
## 2 map03010  62 1.498964e-15 4.461201e-18
## 3 map00040  11 4.010626e-02 3.580916e-04
## 
## $ko_pathway
##                                               def       id    m mt   n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04111 map04111 4104 97 779 map04111
## 2 https://www.kegg.jp/dbget-bin/www_bget?map03015 map03015 4104 46 779 map03015
## 3 https://www.kegg.jp/dbget-bin/www_bget?map03013 map03013 4104 97 779 map03013
## 4 https://www.kegg.jp/dbget-bin/www_bget?map04120 map04120 4104 57 779 map04120
## 5 https://www.kegg.jp/dbget-bin/www_bget?map00970 map00970 4104 26 779 map00970
##   nt       padj         pval
## 1 33 0.01914279 2.774317e-04
## 2 19 0.02011855 3.644664e-04
## 3 34 0.01261060 1.158509e-04
## 4 23 0.01261060 1.370717e-04
## 5 15 0.00346308 1.254739e-05
## 
## $ko_pathway
##                                               def       id    m  mt   n
## 1 https://www.kegg.jp/dbget-bin/www_bget?map01100 map01100 4104 914 525
## 2 https://www.kegg.jp/dbget-bin/www_bget?map01120 map01120 4104 184 525
## 3 https://www.kegg.jp/dbget-bin/www_bget?map01110 map01110 4104 301 525
##       name  nt        padj         pval
## 1 map01100 154 0.009458785 3.121711e-05
## 2 map01120  41 0.018324674 1.814324e-04
## 3 map01110  61 0.014912736 9.843390e-05
## 
## $ko_pathway
##                                               def       id    m mt   n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03015 map03015 4104 46 506 map03015
## 2 https://www.kegg.jp/dbget-bin/www_bget?map04120 map04120 4104 57 506 map04120
## 3 https://www.kegg.jp/dbget-bin/www_bget?map03050 map03050 4104 37 506 map03050
## 4 https://www.kegg.jp/dbget-bin/www_bget?map03022 map03022 4104 31 506 map03022
##   nt         padj         pval
## 1 17 0.0019147536 1.513639e-05
## 2 18 0.0081671145 9.684325e-05
## 3 16 0.0006136239 2.425391e-06
## 4 11 0.0472663021 7.472933e-04
## 
## $ko_pathway
##                                               def       id    m  mt   n
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 658
##       name nt         padj         pval
## 1 map03010 41 2.114278e-05 6.485516e-08
## 
## $ko_pathway
##                                               def       id    m mt   n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03015 map03015 4104 46 624 map03015
## 2 https://www.kegg.jp/dbget-bin/www_bget?map04120 map04120 4104 57 624 map04120
## 3 https://www.kegg.jp/dbget-bin/www_bget?map00970 map00970 4104 26 624 map00970
##   nt       padj         pval
## 1 17 0.02096287 0.0002303612
## 2 20 0.02096287 0.0001512537
## 3 12 0.02096287 0.0001703051
## 
## $ko_pathway
##                                                def       id    m  mt   n
## 1  https://www.kegg.jp/dbget-bin/www_bget?map00400 map00400 4104  23 492
## 2  https://www.kegg.jp/dbget-bin/www_bget?map04714 map04714 4104  96 492
## 3  https://www.kegg.jp/dbget-bin/www_bget?map05012 map05012 4104  64 492
## 4  https://www.kegg.jp/dbget-bin/www_bget?map01130 map01130 4104 220 492
## 5  https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 492
## 6  https://www.kegg.jp/dbget-bin/www_bget?map04723 map04723 4104  37 492
## 7  https://www.kegg.jp/dbget-bin/www_bget?map00220 map00220 4104  19 492
## 8  https://www.kegg.jp/dbget-bin/www_bget?map01100 map01100 4104 914 492
## 9  https://www.kegg.jp/dbget-bin/www_bget?map00250 map00250 4104  30 492
## 10 https://www.kegg.jp/dbget-bin/www_bget?map01110 map01110 4104 301 492
## 11 https://www.kegg.jp/dbget-bin/www_bget?map00500 map00500 4104  32 492
## 12 https://www.kegg.jp/dbget-bin/www_bget?map05152 map05152 4104  27 492
## 13 https://www.kegg.jp/dbget-bin/www_bget?map01120 map01120 4104 184 492
## 14 https://www.kegg.jp/dbget-bin/www_bget?map00020 map00020 4104  21 492
## 15 https://www.kegg.jp/dbget-bin/www_bget?map00190 map00190 4104  77 492
## 16 https://www.kegg.jp/dbget-bin/www_bget?map01230 map01230 4104 103 492
## 17 https://www.kegg.jp/dbget-bin/www_bget?map05010 map05010 4104  62 492
## 18 https://www.kegg.jp/dbget-bin/www_bget?map00052 map00052 4104  17 492
## 19 https://www.kegg.jp/dbget-bin/www_bget?map05322 map05322 4104   8 492
## 20 https://www.kegg.jp/dbget-bin/www_bget?map01210 map01210 4104  27 492
## 21 https://www.kegg.jp/dbget-bin/www_bget?map01200 map01200 4104  87 492
## 22 https://www.kegg.jp/dbget-bin/www_bget?map05016 map05016 4104  76 492
## 23 https://www.kegg.jp/dbget-bin/www_bget?map00010 map00010 4104  32 492
## 24 https://www.kegg.jp/dbget-bin/www_bget?map00710 map00710 4104  17 492
##        name  nt         padj         pval
## 1  map00400   8 4.723088e-02 3.829531e-03
## 2  map04714  25 2.530164e-03 1.025742e-04
## 3  map05012  18 7.208510e-03 3.452491e-04
## 4  map01130  51 6.292990e-05 1.275606e-06
## 5  map03010  51 7.056602e-17 2.383987e-19
## 6  map04723  11 3.913672e-02 3.026433e-03
## 7  map00220   8 1.500530e-02 9.124845e-04
## 8  map01100 164 1.603042e-07 1.083136e-09
## 9  map00250  11 7.828269e-03 4.231497e-04
## 10 map01110  65 3.758746e-05 6.349233e-07
## 11 map00500  14 2.359773e-04 6.377765e-06
## 12 map05152  10 1.229563e-02 7.061678e-04
## 13 map01120  47 1.640730e-05 1.662902e-07
## 14 map00020   8 2.923328e-02 1.975222e-03
## 15 map00190  24 2.244725e-04 5.308471e-06
## 16 map01230  31 3.758746e-05 5.265859e-07
## 17 map05010  20 6.080503e-04 1.848801e-05
## 18 map00052   7 3.175815e-02 2.253112e-03
## 19 map05322   5 1.553480e-02 9.971665e-04
## 20 map01210   9 3.913672e-02 3.041029e-03
## 21 map01200  24 1.395969e-03 5.187722e-05
## 22 map05016  21 3.380494e-03 1.484677e-04
## 23 map00010  13 1.069408e-03 3.612864e-05
## 24 map00710   8 7.208510e-03 3.652961e-04
## 
## $ko_pathway
##                                               def       id    m   mt   n
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03013 map03013 4104   97 549
## 2 https://www.kegg.jp/dbget-bin/www_bget?map03015 map03015 4104   46 549
## 3                                            None map00000 4104 1631 549
##       name  nt        padj         pval
## 1 map03013  28 0.008743032 3.885792e-05
## 2 map03015  15 0.045736360 6.098181e-04
## 3     None 256 0.028682961 2.549597e-04
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m  mt   n
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03050 map03050 4104  37 569
## 2 https://www.kegg.jp/dbget-bin/www_bget?map03013 map03013 4104  97 569
## 3 https://www.kegg.jp/dbget-bin/www_bget?map00480 map00480 4104  23 569
## 4 https://www.kegg.jp/dbget-bin/www_bget?map04120 map04120 4104  57 569
## 5 https://www.kegg.jp/dbget-bin/www_bget?map04530 map04530 4104  27 569
## 6 https://www.kegg.jp/dbget-bin/www_bget?map03015 map03015 4104  46 569
## 7 https://www.kegg.jp/dbget-bin/www_bget?map01230 map01230 4104 103 569
## 8 https://www.kegg.jp/dbget-bin/www_bget?map00970 map00970 4104  26 569
##       name nt         padj         pval
## 1 map03050 17 0.0003106069 2.195102e-06
## 2 map03013 26 0.0204738875 4.943129e-04
## 3 map00480 10 0.0204738875 5.064212e-04
## 4 map04120 20 0.0028160353 3.980262e-05
## 5 map04530 12 0.0060534321 1.069511e-04
## 6 map03015 19 0.0003756707 3.982374e-06
## 7 map01230 26 0.0465450226 1.315760e-03
## 8 map00970 14 0.0003106069 1.611887e-06
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m  mt  n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04915 map04915 4104  14 71 map04915
## 2 https://www.kegg.jp/dbget-bin/www_bget?map04150 map04150 4104  46 71 map04150
## 3 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 71 map03010
## 4 https://www.kegg.jp/dbget-bin/www_bget?map03050 map03050 4104  37 71 map03050
## 5 https://www.kegg.jp/dbget-bin/www_bget?map05203 map05203 4104  43 71 map05203
## 6 https://www.kegg.jp/dbget-bin/www_bget?map05152 map05152 4104  27 71 map05152
##   nt         padj         pval
## 1  3 0.0462145149 1.575495e-03
## 2  6 0.0103361555 1.174563e-04
## 3 11 0.0004349367 2.471231e-06
## 4  5 0.0223572729 3.810899e-04
## 5  5 0.0341656988 7.764932e-04
## 6  4 0.0376204057 1.068762e-03
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                                def       id    m  mt   n
## 1  https://www.kegg.jp/dbget-bin/www_bget?map00620 map00620 4104  33 211
## 2  https://www.kegg.jp/dbget-bin/www_bget?map01100 map01100 4104 914 211
## 3  https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 211
## 4  https://www.kegg.jp/dbget-bin/www_bget?map00660 map00660 4104   5 211
## 5  https://www.kegg.jp/dbget-bin/www_bget?map00290 map00290 4104  10 211
## 6  https://www.kegg.jp/dbget-bin/www_bget?map01110 map01110 4104 301 211
## 7  https://www.kegg.jp/dbget-bin/www_bget?map00600 map00600 4104  21 211
## 8  https://www.kegg.jp/dbget-bin/www_bget?map01210 map01210 4104  27 211
## 9  https://www.kegg.jp/dbget-bin/www_bget?map03050 map03050 4104  37 211
## 10 https://www.kegg.jp/dbget-bin/www_bget?map00040 map00040 4104  20 211
## 11 https://www.kegg.jp/dbget-bin/www_bget?map00250 map00250 4104  30 211
##        name nt         padj         pval
## 1  map00620  7 2.728099e-02 1.167669e-03
## 2  map01100 77 1.270843e-04 9.889827e-07
## 3  map03010 32 4.327094e-14 1.683694e-16
## 4  map00660  4 2.089899e-03 3.262735e-05
## 5  map00290  5 2.993541e-03 6.988812e-05
## 6  map01110 31 4.137463e-03 1.126936e-04
## 7  map00600  6 1.390454e-02 4.869292e-04
## 8  map01210  8 2.089899e-03 4.065952e-05
## 9  map03050 10 9.167252e-04 1.070107e-05
## 10 map00040  6 1.166813e-02 3.632104e-04
## 11 map00250  7 1.631382e-02 6.347790e-04
## 
## $ko_pathway
##                                               def       id    m mt   n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03022 map03022 4104 31 175 map03022
##   nt       padj         pval
## 1  7 0.03258832 0.0002506794
## 
## $ko_pathway
##                                               def       id    m  mt   n
## 1 https://www.kegg.jp/dbget-bin/www_bget?map03010 map03010 4104 112 403
##       name nt         padj         pval
## 1 map03010 32 2.905131e-06 1.096276e-08
## 
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
## list()
## No enrichments found in task: ko_pathway
## $ko_pathway
##                                               def       id    m mt n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map00900 map00900 4104 20 6 map00900
##   nt        padj         pval
## 1  2 0.004683883 0.0003345631
## 
## $ko_pathway
##                                               def       id    m  mt   n
## 1 https://www.kegg.jp/dbget-bin/www_bget?map05012 map05012 4104  64 219
## 2 https://www.kegg.jp/dbget-bin/www_bget?map01110 map01110 4104 301 219
## 3 https://www.kegg.jp/dbget-bin/www_bget?map04145 map04145 4104  36 219
## 4 https://www.kegg.jp/dbget-bin/www_bget?map05016 map05016 4104  76 219
## 5 https://www.kegg.jp/dbget-bin/www_bget?map05152 map05152 4104  27 219
## 6 https://www.kegg.jp/dbget-bin/www_bget?map00190 map00190 4104  77 219
## 7 https://www.kegg.jp/dbget-bin/www_bget?map05010 map05010 4104  62 219
##       name nt        padj         pval
## 1 map05012 13 0.002473681 2.311852e-05
## 2 map01110 29 0.033844851 1.107075e-03
## 3 map04145  8 0.020436994 4.774999e-04
## 4 map05016 12 0.020903724 5.860857e-04
## 5 map05152  8 0.003793601 5.318133e-05
## 6 map00190 13 0.009309519 1.740097e-04
## 7 map05010 13 0.002473681 1.608515e-05
## 
## $ko_pathway
##                                               def       id    m mt   n     name
## 1 https://www.kegg.jp/dbget-bin/www_bget?map04110 map04110 4104 53 263 map04110
##   nt       padj         pval
## 1 12 0.01509714 9.319225e-05

5.4.1 Control

plotResults(control.res.enr)
## <H3>20Cvs19C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes
## Loading required package: treemap
## Loading required package: RColorBrewer
## Loading required package: KEGGREST

## 
## <hr><H3>21Cvs20C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>22Cvs21C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>23Cvs22C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>24Cvs23C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>25Cvs24C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes

## 
## <hr><H3>26Cvs25C</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>28Cvs26C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>31Cvs28C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>32Cvs31C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes

## 
## <hr><H3>34Cvs32C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes

## 
## <hr><H3>35Cvs34C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>36Cvs35C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>37Cvs36C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>38Cvs37C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>39Cvs38C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>40Cvs39C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>41Cvs40C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes

## 
## <hr>

5.4.2 Fertilised

plotResults(fertilised.res.enr)
## <H3>20Fvs19F</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>21Fvs20F</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>22Fvs21F</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>23Fvs22F</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>24Fvs23F</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>25Fvs24F</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>26Fvs25F</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>28Fvs26F</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes

## 
## <hr><H3>31Fvs28F</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>32Fvs31F</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>34Fvs32F</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes

## 
## <hr><H3>35Fvs34F</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>36Fvs35F</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes

## 
## <hr><H3>37Fvs36F</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>38Fvs37F</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>39Fvs38F</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>40Fvs39F</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes

## 
## <hr><H3>41Fvs40F</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr>

5.4.3 Combined

plotResults(combined.res.enr)
## <H3>19Fvs19C</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>20Fvs20C</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>21Fvs21C</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>22Fvs22C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>23Fvs23C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>24Fvs24C</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>25Fvs25C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>26Fvs26C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>28Fvs28C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>31Fvs31C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>32Fvs32C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>34Fvs34C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>35Fvs35C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes

## 
## <hr><H3>36Fvs36C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>37Fvs37C</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>38Fvs38C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr><H3>39Fvs39C</H3>
## 
## Up genes

## 
## <hr>Down genes 
## 
## No enrichment data found
## <hr><H3>40Fvs40C</H3>
## 
## Up genes 
## 
## No enrichment data found
## <hr>Down genes

## 
## <hr><H3>41Fvs41C</H3>
## 
## Up genes

## 
## <hr>Down genes

## 
## <hr>

6 Session information

sessionInfo()
## R version 3.6.2 (2019-12-12)
## Platform: x86_64-pc-linux-gnu (64-bit)
## Running under: Ubuntu 18.04.4 LTS
## 
## Matrix products: default
## BLAS/LAPACK: /usr/lib/x86_64-linux-gnu/libopenblasp-r0.2.20.so
## 
## locale:
##  [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
##  [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
##  [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
##  [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
##  [9] LC_ADDRESS=C               LC_TELEPHONE=C            
## [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       
## 
## attached base packages:
## [1] parallel  stats4    stats     graphics  grDevices utils     datasets 
## [8] methods   base     
## 
## other attached packages:
##  [1] KEGGREST_1.26.1             RColorBrewer_1.1-2         
##  [3] treemap_2.4-2               jsonlite_1.6.1             
##  [5] tibble_2.1.3                tidyr_1.0.2                
##  [7] here_0.1                    dplyr_0.8.4                
##  [9] plotly_4.9.2                ggplot2_3.3.0              
## [11] tximport_1.14.0             DESeq2_1.26.0              
## [13] SummarizedExperiment_1.16.1 DelayedArray_0.12.2        
## [15] BiocParallel_1.20.1         matrixStats_0.56.0         
## [17] Biobase_2.46.0              GenomicRanges_1.38.0       
## [19] GenomeInfoDb_1.22.0         IRanges_2.20.2             
## [21] S4Vectors_0.24.3            BiocGenerics_0.32.0        
## 
## loaded via a namespace (and not attached):
##  [1] bitops_1.0-6           bit64_0.9-7            httr_1.4.1            
##  [4] rprojroot_1.3-2        tools_3.6.2            backports_1.1.5       
##  [7] R6_2.4.1               rpart_4.1-15           Hmisc_4.3-1           
## [10] DBI_1.1.0              lazyeval_0.2.2         colorspace_1.4-1      
## [13] nnet_7.3-13            withr_2.1.2            tidyselect_1.0.0      
## [16] gridExtra_2.3          curl_4.3               bit_1.1-15.2          
## [19] compiler_3.6.2         htmlTable_1.13.3       labeling_0.3          
## [22] scales_1.1.0           checkmate_2.0.0        genefilter_1.68.0     
## [25] stringr_1.4.0          digest_0.6.25          foreign_0.8-76        
## [28] rmarkdown_2.1          XVector_0.26.0         base64enc_0.1-3       
## [31] jpeg_0.1-8.1           pkgconfig_2.0.3        htmltools_0.4.0       
## [34] fastmap_1.0.1          htmlwidgets_1.5.1      rlang_0.4.5           
## [37] rstudioapi_0.11        RSQLite_2.2.0          shiny_1.4.0.2         
## [40] farver_2.0.3           crosstalk_1.1.0.1      acepack_1.4.1         
## [43] RCurl_1.98-1.1         magrittr_1.5           GenomeInfoDbData_1.2.2
## [46] Formula_1.2-3          Matrix_1.2-18          Rcpp_1.0.4            
## [49] munsell_0.5.0          lifecycle_0.2.0        stringi_1.4.6         
## [52] yaml_2.2.1             zlibbioc_1.32.0        grid_3.6.2            
## [55] blob_1.2.1             promises_1.1.0         crayon_1.3.4          
## [58] lattice_0.20-40        Biostrings_2.54.0      splines_3.6.2         
## [61] annotate_1.64.0        locfit_1.5-9.4         knitr_1.28            
## [64] pillar_1.4.3           igraph_1.2.5           geneplotter_1.64.0    
## [67] XML_3.99-0.3           glue_1.3.2             evaluate_0.14         
## [70] latticeExtra_0.6-29    data.table_1.12.8      httpuv_1.5.2          
## [73] png_0.1-7              vctrs_0.2.4            gtable_0.3.0          
## [76] purrr_0.3.3            assertthat_0.2.1       gridBase_0.4-7        
## [79] xfun_0.12              mime_0.9               xtable_1.8-4          
## [82] later_1.0.0            survival_3.1-11        viridisLite_0.3.0     
## [85] AnnotationDbi_1.48.0   memoise_1.1.0          cluster_2.1.0

7 References